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: LARP4

Gene summary for LARP4

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

LARP4

Gene ID

113251

Gene nameLa ribonucleoprotein 4
Gene AliasPP13296
Cytomap12q13.12
Gene Typeprotein-coding
GO ID

GO:0000902

UniProtAcc

Q6P4E2


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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
113251LARP4CCI_2HumanCervixCC3.36e-091.05e+000.5249
113251LARP4CCI_3HumanCervixCC2.57e-046.18e-010.516
113251LARP4LZE4THumanEsophagusESCC3.52e-062.70e-010.0811
113251LARP4LZE7THumanEsophagusESCC1.10e-043.02e-010.0667
113251LARP4LZE8THumanEsophagusESCC3.07e-041.63e-010.067
113251LARP4LZE20THumanEsophagusESCC2.98e-063.60e-020.0662
113251LARP4LZE24THumanEsophagusESCC5.87e-073.08e-010.0596
113251LARP4P1T-EHumanEsophagusESCC1.34e-074.66e-010.0875
113251LARP4P2T-EHumanEsophagusESCC7.72e-267.43e-010.1177
113251LARP4P4T-EHumanEsophagusESCC1.15e-206.70e-010.1323
113251LARP4P5T-EHumanEsophagusESCC1.02e-144.13e-010.1327
113251LARP4P8T-EHumanEsophagusESCC7.93e-275.06e-010.0889
113251LARP4P9T-EHumanEsophagusESCC2.14e-061.98e-010.1131
113251LARP4P10T-EHumanEsophagusESCC4.99e-233.67e-010.116
113251LARP4P11T-EHumanEsophagusESCC1.88e-063.58e-010.1426
113251LARP4P12T-EHumanEsophagusESCC7.56e-073.07e-010.1122
113251LARP4P15T-EHumanEsophagusESCC2.09e-174.21e-010.1149
113251LARP4P16T-EHumanEsophagusESCC6.07e-253.99e-010.1153
113251LARP4P17T-EHumanEsophagusESCC2.53e-021.69e-010.1278
113251LARP4P19T-EHumanEsophagusESCC1.61e-036.53e-010.1662
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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
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:00467006LiverNAFLDheterocycle catabolic process92/1882445/187231.16e-114.52e-0992
GO:19033116LiverNAFLDregulation of mRNA metabolic process66/1882288/187231.06e-102.96e-0866
GO:00064026LiverNAFLDmRNA catabolic process56/1882232/187233.49e-109.27e-0856
GO:00346556LiverNAFLDnucleobase-containing compound catabolic process80/1882407/187233.07e-094.61e-0780
GO:00064016LiverNAFLDRNA catabolic process61/1882278/187233.26e-094.76e-0761
GO:00610136LiverNAFLDregulation of mRNA catabolic process42/1882166/187231.27e-081.65e-0642
GO:00098957LiverNAFLDnegative regulation of catabolic process65/1882320/187232.50e-082.71e-0665
GO:00064177LiverNAFLDregulation of translation85/1882468/187234.58e-084.54e-0685
GO:00226047LiverNAFLDregulation of cell morphogenesis62/1882309/187238.35e-087.09e-0662
GO:00434886LiverNAFLDregulation of mRNA stability39/1882158/187238.49e-087.09e-0639
GO:00313307LiverNAFLDnegative regulation of cellular catabolic process55/1882262/187239.35e-087.59e-0655
GO:00434876LiverNAFLDregulation of RNA stability40/1882170/187232.32e-071.58e-0540
GO:19033127LiverNAFLDnegative regulation of mRNA metabolic process21/188292/187232.56e-044.17e-0321
GO:19023695LiverNAFLDnegative regulation of RNA catabolic process18/188275/187233.60e-045.42e-0318
GO:19023735LiverNAFLDnegative regulation of mRNA catabolic process15/188263/187231.18e-031.36e-0215
GO:00434895LiverNAFLDRNA stabilization15/188265/187231.66e-031.74e-0215
GO:00482556LiverNAFLDmRNA stabilization13/188256/187233.12e-032.79e-0213
GO:00342507LiverNAFLDpositive regulation of cellular amide metabolic process27/1882162/187235.95e-034.48e-0227
GO:000641712LiverCirrhoticregulation of translation194/4634468/187237.28e-168.79e-14194
GO:00457277LiverCirrhoticpositive regulation of translation71/4634136/187234.99e-123.52e-1071
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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
LARP4SNVMissense_Mutationc.236N>Gp.Ser79Cysp.S79CQ71RC2protein_codingdeleterious(0.01)probably_damaging(0.976)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
LARP4SNVMissense_Mutationnovelc.1235N>Tp.Arg412Ilep.R412IQ71RC2protein_codingtolerated(0.09)possibly_damaging(0.533)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
LARP4SNVMissense_Mutationnovelc.1484N>Tp.Gly495Valp.G495VQ71RC2protein_codingdeleterious(0)probably_damaging(1)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
LARP4SNVMissense_Mutationnovelc.1427N>Tp.Ser476Leup.S476LQ71RC2protein_codingtolerated(0.1)benign(0.007)TCGA-BH-A2L8-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanCR
LARP4deletionFrame_Shift_Delnovelc.954_966delNNNNNNNNNNNNNp.Pro319ThrfsTer32p.P319Tfs*32Q71RC2protein_codingTCGA-PL-A8LZ-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapypaclitaxelSD
LARP4SNVMissense_Mutationnovelc.1652N>Ap.Ser551Asnp.S551NQ71RC2protein_codingtolerated(0.11)benign(0.101)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
LARP4SNVMissense_Mutationnovelc.149N>Tp.Ser50Leup.S50LQ71RC2protein_codingtolerated(0.22)benign(0.006)TCGA-C5-A8YR-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
LARP4SNVMissense_Mutationc.1463C>Tp.Ser488Leup.S488LQ71RC2protein_codingdeleterious(0)possibly_damaging(0.544)TCGA-EK-A2H0-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
LARP4SNVMissense_Mutationc.1918C>Ap.Leu640Ilep.L640IQ71RC2protein_codingtolerated(0.15)benign(0.091)TCGA-FU-A3HZ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
LARP4SNVMissense_Mutationnovelc.1657N>Tp.Pro553Serp.P553SQ71RC2protein_codingtolerated(0.2)benign(0.006)TCGA-HM-A4S6-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycisplatinCR
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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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