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: LTV1

Gene summary for LTV1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

LTV1

Gene ID

84946

Gene nameLTV1 ribosome biogenesis factor
Gene AliasC6orf93
Cytomap6q24.2
Gene Typeprotein-coding
GO ID

GO:0000054

UniProtAcc

Q96GA3


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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
84946LTV1LZE4THumanEsophagusESCC3.46e-083.22e-010.0811
84946LTV1LZE7THumanEsophagusESCC1.10e-093.53e-010.0667
84946LTV1LZE8THumanEsophagusESCC1.15e-041.40e-010.067
84946LTV1LZE20THumanEsophagusESCC6.40e-044.87e-020.0662
84946LTV1LZE24THumanEsophagusESCC8.82e-093.16e-010.0596
84946LTV1LZE6THumanEsophagusESCC6.10e-062.03e-010.0845
84946LTV1P1T-EHumanEsophagusESCC9.40e-042.37e-010.0875
84946LTV1P2T-EHumanEsophagusESCC3.09e-193.45e-010.1177
84946LTV1P4T-EHumanEsophagusESCC8.29e-144.25e-010.1323
84946LTV1P5T-EHumanEsophagusESCC5.40e-173.79e-010.1327
84946LTV1P8T-EHumanEsophagusESCC9.24e-232.59e-010.0889
84946LTV1P9T-EHumanEsophagusESCC4.01e-041.97e-010.1131
84946LTV1P10T-EHumanEsophagusESCC2.00e-233.42e-010.116
84946LTV1P11T-EHumanEsophagusESCC7.84e-053.09e-010.1426
84946LTV1P12T-EHumanEsophagusESCC5.39e-182.90e-010.1122
84946LTV1P15T-EHumanEsophagusESCC9.10e-215.07e-010.1149
84946LTV1P16T-EHumanEsophagusESCC1.20e-304.81e-010.1153
84946LTV1P20T-EHumanEsophagusESCC3.36e-062.48e-010.1124
84946LTV1P21T-EHumanEsophagusESCC1.64e-297.41e-010.1617
84946LTV1P22T-EHumanEsophagusESCC3.64e-232.17e-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
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
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:0022613111EsophagusESCCribonucleoprotein complex biogenesis365/8552463/187231.74e-491.11e-45365
GO:0042254111EsophagusESCCribosome biogenesis252/8552299/187233.27e-441.04e-40252
GO:0006913110EsophagusESCCnucleocytoplasmic transport230/8552301/187236.04e-282.02e-25230
GO:0051169110EsophagusESCCnuclear transport230/8552301/187236.04e-282.02e-25230
GO:005165617EsophagusESCCestablishment of organelle localization273/8552390/187239.13e-231.81e-20273
GO:0051168110EsophagusESCCnuclear export126/8552154/187231.88e-202.65e-18126
GO:0042274111EsophagusESCCribosomal small subunit biogenesis67/855273/187236.62e-175.38e-1567
GO:007116612EsophagusESCCribonucleoprotein complex localization66/855277/187232.94e-131.38e-1166
GO:007142612EsophagusESCCribonucleoprotein complex export from nucleus65/855276/187235.56e-132.50e-1165
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:004227422LiverHCCribosomal small subunit biogenesis65/795873/187231.09e-169.92e-1565
GO:005116822LiverHCCnuclear export113/7958154/187236.30e-154.39e-13113
GO:005165621LiverHCCestablishment of organelle localization226/7958390/187234.15e-101.34e-08226
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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
LTV1SNVMissense_Mutationnovelc.1384N>Cp.Glu462Glnp.E462QQ96GA3protein_codingtolerated(0.56)benign(0.028)TCGA-A2-A0D0-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
LTV1SNVMissense_Mutationc.955N>Ap.Glu319Lysp.E319KQ96GA3protein_codingtolerated(0.48)benign(0.013)TCGA-C8-A26W-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinCR
LTV1insertionNonsense_Mutationnovelc.383_384insTTAGAAATAATGAATAACCCCTAGAAACAGTGTAAGp.Ala128_Ala129insTerp.A128_A129ins*Q96GA3protein_codingTCGA-AO-A0J9-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamidePD
LTV1SNVMissense_Mutationnovelc.1284N>Tp.Arg428Serp.R428SQ96GA3protein_codingdeleterious(0.04)benign(0.145)TCGA-DS-A1OC-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapygemcitabineSD
LTV1SNVMissense_Mutationnovelc.1309G>Cp.Glu437Glnp.E437QQ96GA3protein_codingtolerated(0.19)benign(0.217)TCGA-MA-AA3Z-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
LTV1insertionFrame_Shift_Insnovelc.1282_1283insAGTTATTp.Arg428LysfsTer23p.R428Kfs*23Q96GA3protein_codingTCGA-DS-A1OC-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapygemcitabineSD
LTV1SNVMissense_Mutationc.702N>Tp.Glu234Aspp.E234DQ96GA3protein_codingtolerated(0.07)possibly_damaging(0.498)TCGA-AA-3811-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
LTV1SNVMissense_Mutationrs765002958c.404N>Ap.Arg135Glnp.R135QQ96GA3protein_codingtolerated(0.16)benign(0.236)TCGA-CA-6718-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownPD
LTV1SNVMissense_Mutationc.20N>Gp.Lys7Argp.K7RQ96GA3protein_codingdeleterious(0.02)benign(0.42)TCGA-CM-6162-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapyoxaliplatinSD
LTV1SNVMissense_Mutationrs201630595c.1313G>Ap.Arg438Hisp.R438HQ96GA3protein_codingdeleterious(0)probably_damaging(0.996)TCGA-G4-6628-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
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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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