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: LATS1

Gene summary for LATS1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

LATS1

Gene ID

9113

Gene namelarge tumor suppressor kinase 1
Gene AliasWARTS
Cytomap6q25.1
Gene Typeprotein-coding
GO ID

GO:0000079

UniProtAcc

O95835


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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
9113LATS1LZE4THumanEsophagusESCC2.28e-144.14e-010.0811
9113LATS1LZE7THumanEsophagusESCC4.06e-115.08e-010.0667
9113LATS1LZE8THumanEsophagusESCC3.83e-032.12e-010.067
9113LATS1LZE24THumanEsophagusESCC6.42e-143.31e-010.0596
9113LATS1LZE6THumanEsophagusESCC3.34e-041.51e-010.0845
9113LATS1P1T-EHumanEsophagusESCC4.35e-123.14e-010.0875
9113LATS1P2T-EHumanEsophagusESCC2.91e-203.61e-010.1177
9113LATS1P4T-EHumanEsophagusESCC3.05e-172.85e-010.1323
9113LATS1P5T-EHumanEsophagusESCC5.50e-101.44e-010.1327
9113LATS1P8T-EHumanEsophagusESCC1.02e-191.99e-010.0889
9113LATS1P9T-EHumanEsophagusESCC3.49e-121.37e-010.1131
9113LATS1P10T-EHumanEsophagusESCC3.42e-182.43e-010.116
9113LATS1P11T-EHumanEsophagusESCC1.56e-133.81e-010.1426
9113LATS1P12T-EHumanEsophagusESCC4.29e-112.70e-010.1122
9113LATS1P15T-EHumanEsophagusESCC1.46e-123.73e-010.1149
9113LATS1P16T-EHumanEsophagusESCC1.98e-305.35e-010.1153
9113LATS1P17T-EHumanEsophagusESCC5.19e-071.69e-010.1278
9113LATS1P20T-EHumanEsophagusESCC1.43e-122.68e-010.1124
9113LATS1P21T-EHumanEsophagusESCC1.08e-203.16e-010.1617
9113LATS1P22T-EHumanEsophagusESCC1.55e-141.53e-010.1236
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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:00459367LiverNAFLDnegative regulation of phosphate metabolic process73/1882441/187231.31e-053.93e-0473
GO:00105637LiverNAFLDnegative regulation of phosphorus metabolic process73/1882442/187231.42e-054.17e-0473
GO:00513487LiverNAFLDnegative regulation of transferase activity49/1882268/187232.61e-057.03e-0449
GO:00301115LiverNAFLDregulation of Wnt signaling pathway57/1882328/187232.79e-057.46e-0457
GO:00329707LiverNAFLDregulation of actin filament-based process66/1882397/187232.92e-057.72e-0466
GO:00329567LiverNAFLDregulation of actin cytoskeleton organization60/1882358/187235.20e-051.20e-0360
GO:01100537LiverNAFLDregulation of actin filament organization49/1882278/187236.88e-051.46e-0349
GO:0044772LiverNAFLDmitotic cell cycle phase transition67/1882424/187231.25e-042.39e-0367
GO:0044843LiverNAFLDcell cycle G1/S phase transition43/1882241/187231.40e-042.63e-0343
GO:00071793LiverNAFLDtransforming growth factor beta receptor signaling pathway37/1882198/187231.53e-042.82e-0337
GO:00434016LiverNAFLDsteroid hormone mediated signaling pathway28/1882136/187231.78e-043.14e-0328
GO:0000082LiverNAFLDG1/S transition of mitotic cell cycle39/1882214/187231.78e-043.14e-0339
GO:00608285LiverNAFLDregulation of canonical Wnt signaling pathway44/1882253/187232.14e-043.68e-0344
GO:00487327LiverNAFLDgland development67/1882436/187232.83e-044.53e-0367
GO:00432547LiverNAFLDregulation of protein-containing complex assembly66/1882428/187232.83e-044.53e-0366
GO:00600705LiverNAFLDcanonical Wnt signaling pathway50/1882303/187233.08e-044.83e-0350
GO:00512587LiverNAFLDprotein polymerization49/1882297/187233.54e-045.36e-0349
GO:00071784LiverNAFLDtransmembrane receptor protein serine/threonine kinase signaling pathway56/1882355/187234.50e-046.62e-0356
GO:00305185LiverNAFLDintracellular steroid hormone receptor signaling pathway24/1882116/187234.64e-046.74e-0324
GO:00336736LiverNAFLDnegative regulation of kinase activity40/1882237/187237.49e-049.50e-0340
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0439018EsophagusESCCHippo signaling pathway92/4205157/84651.46e-023.31e-021.69e-0292
hsa0439019EsophagusESCCHippo signaling pathway92/4205157/84651.46e-023.31e-021.69e-0292
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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
LATS1SNVMissense_Mutationc.2259G>Cp.Glu753Aspp.E753DO95835protein_codingdeleterious(0)probably_damaging(1)TCGA-A2-A0YK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
LATS1SNVMissense_Mutationc.3082C>Gp.Pro1028Alap.P1028AO95835protein_codingdeleterious(0)probably_damaging(0.999)TCGA-A8-A07R-01Breastbreast invasive carcinomaFemale>=65III/IVAncillaryzoledronicSD
LATS1SNVMissense_Mutationc.2512C>Gp.Arg838Glyp.R838GO95835protein_codingtolerated(0.28)benign(0.408)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
LATS1SNVMissense_Mutationnovelc.2995A>Gp.Asn999Aspp.N999DO95835protein_codingtolerated(0.14)benign(0.05)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
LATS1SNVMissense_Mutationnovelc.2869G>Cp.Glu957Glnp.E957QO95835protein_codingdeleterious(0.04)benign(0.411)TCGA-BH-A0H5-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanCR
LATS1SNVMissense_Mutationc.108A>Tp.Glu36Aspp.E36DO95835protein_codingdeleterious_low_confidence(0.01)benign(0.055)TCGA-C8-A26V-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapytamoxiphenCR
LATS1SNVMissense_Mutationrs139248642c.3373C>Tp.Arg1125Cysp.R1125CO95835protein_codingtolerated_low_confidence(0.17)benign(0)TCGA-OK-A5Q2-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
LATS1insertionIn_Frame_Insnovelc.944_945insTAAATTp.Gln315delinsHisLysLeup.Q315delinsHKLO95835protein_codingTCGA-A8-A06P-01Breastbreast invasive carcinomaFemale<65III/IVUnspecificSD
LATS1insertionIn_Frame_Insnovelc.942_943insTATTTAACATTGp.Asn314_Gln315insTyrLeuThrLeup.N314_Q315insYLTLO95835protein_codingTCGA-A8-A06P-01Breastbreast invasive carcinomaFemale<65III/IVUnspecificSD
LATS1SNVMissense_Mutationc.1604G>Ap.Gly535Glup.G535EO95835protein_codingtolerated(0.32)benign(0)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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