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: LSG1

Gene summary for LSG1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

LSG1

Gene ID

55341

Gene namelarge 60S subunit nuclear export GTPase 1
Gene AliasLSG1
Cytomap3q29
Gene Typeprotein-coding
GO ID

GO:0000054

UniProtAcc

Q9H089


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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
55341LSG1LZE2DHumanEsophagusHGIN4.57e-033.72e-010.0642
55341LSG1LZE2THumanEsophagusESCC4.28e-118.86e-010.082
55341LSG1LZE4THumanEsophagusESCC6.38e-205.60e-010.0811
55341LSG1LZE5THumanEsophagusESCC4.11e-066.44e-010.0514
55341LSG1LZE7THumanEsophagusESCC1.45e-151.12e+000.0667
55341LSG1LZE20THumanEsophagusESCC2.67e-031.98e-010.0662
55341LSG1LZE21D1HumanEsophagusHGIN1.48e-026.64e-010.0632
55341LSG1LZE22THumanEsophagusESCC4.20e-024.25e-010.068
55341LSG1LZE24THumanEsophagusESCC3.59e-258.05e-010.0596
55341LSG1LZE21THumanEsophagusESCC1.16e-129.14e-010.0655
55341LSG1LZE6THumanEsophagusESCC8.45e-031.21e-010.0845
55341LSG1P2T-EHumanEsophagusESCC1.55e-571.08e+000.1177
55341LSG1P4T-EHumanEsophagusESCC6.44e-461.15e+000.1323
55341LSG1P5T-EHumanEsophagusESCC1.01e-225.40e-010.1327
55341LSG1P8T-EHumanEsophagusESCC2.26e-254.90e-010.0889
55341LSG1P9T-EHumanEsophagusESCC4.38e-277.24e-010.1131
55341LSG1P10T-EHumanEsophagusESCC6.02e-479.61e-010.116
55341LSG1P11T-EHumanEsophagusESCC2.61e-106.54e-010.1426
55341LSG1P12T-EHumanEsophagusESCC2.37e-441.06e+000.1122
55341LSG1P15T-EHumanEsophagusESCC3.68e-379.05e-010.1149
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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
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
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
∗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:003150314EsophagusESCCprotein-containing complex localization139/8552220/187231.14e-071.85e-06139
GO:000005411EsophagusESCCribosomal subunit export from nucleus13/855214/187233.02e-041.81e-0313
GO:003375011EsophagusESCCribosome localization13/855214/187233.02e-041.81e-0313
GO:007142811EsophagusESCCrRNA-containing ribonucleoprotein complex export from nucleus13/855215/187231.31e-036.26e-0313
GO:002261322LiverHCCribonucleoprotein complex biogenesis355/7958463/187237.76e-524.92e-48355
GO:004225422LiverHCCribosome biogenesis246/7958299/187234.99e-461.58e-42246
GO:000691322LiverHCCnucleocytoplasmic transport208/7958301/187235.51e-218.12e-19208
GO:005116922LiverHCCnuclear transport208/7958301/187235.51e-218.12e-19208
GO:005116822LiverHCCnuclear export113/7958154/187236.30e-154.39e-13113
GO:005165621LiverHCCestablishment of organelle localization226/7958390/187234.15e-101.34e-08226
GO:00711661LiverHCCribonucleoprotein complex localization59/795877/187231.09e-093.30e-0859
GO:00714261LiverHCCribonucleoprotein complex export from nucleus58/795876/187231.98e-095.63e-0858
GO:00315031LiverHCCprotein-containing complex localization129/7958220/187239.38e-071.42e-05129
GO:00000544LiverHCCribosomal subunit export from nucleus12/795814/187231.17e-036.54e-0312
GO:00337504LiverHCCribosome localization12/795814/187231.17e-036.54e-0312
GO:00714282LiverHCCrRNA-containing ribonucleoprotein complex export from nucleus12/795815/187233.56e-031.59e-0212
GO:002261320Oral cavityOSCCribonucleoprotein complex biogenesis333/7305463/187238.28e-485.24e-44333
GO:004225420Oral cavityOSCCribosome biogenesis230/7305299/187233.22e-416.80e-38230
GO:000691317Oral cavityOSCCnucleocytoplasmic transport204/7305301/187232.65e-246.98e-22204
GO:005116917Oral cavityOSCCnuclear transport204/7305301/187232.65e-246.98e-22204
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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
LSG1SNVMissense_Mutationrs547942305c.476G>Ap.Arg159Glnp.R159QQ9H089protein_codingdeleterious(0.01)probably_damaging(0.923)TCGA-5L-AAT1-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyletrozolSD
LSG1SNVMissense_Mutationc.1102N>Cp.Glu368Glnp.E368QQ9H089protein_codingtolerated(0.1)possibly_damaging(0.562)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
LSG1SNVMissense_Mutationc.1579N>Ap.Asp527Asnp.D527NQ9H089protein_codingdeleterious(0)probably_damaging(1)TCGA-AR-A1AO-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
LSG1SNVMissense_Mutationrs147988904c.665G>Ap.Arg222Glnp.R222QQ9H089protein_codingdeleterious(0)probably_damaging(0.999)TCGA-B6-A0I6-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
LSG1insertionNonsense_Mutationnovelc.262_263insTTGACTCCATTTGAACGAAATTTGGACTTTTGGCp.Arg88IlefsTer5p.R88Ifs*5Q9H089protein_codingTCGA-A2-A04Y-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
LSG1deletionIn_Frame_Delc.456_458delNNNp.Ile153delp.I153delQ9H089protein_codingTCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
LSG1SNVMissense_Mutationnovelc.1691G>Ap.Arg564Glnp.R564QQ9H089protein_codingtolerated(0.34)benign(0)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
LSG1SNVMissense_Mutationnovelc.1223G>Ap.Gly408Aspp.G408DQ9H089protein_codingtolerated(0.6)possibly_damaging(0.864)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
LSG1SNVMissense_Mutationnovelc.927C>Ap.Asp309Glup.D309EQ9H089protein_codingtolerated(0.21)benign(0.025)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
LSG1SNVMissense_Mutationnovelc.1066N>Ap.Gln356Lysp.Q356KQ9H089protein_codingtolerated(0.93)benign(0.001)TCGA-C5-A902-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
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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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