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: LONRF1

Gene summary for LONRF1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

LONRF1

Gene ID

91694

Gene nameLON peptidase N-terminal domain and ring finger 1
Gene AliasRNF191
Cytomap8p23.1
Gene Typeprotein-coding
GO ID

GO:0005575

UniProtAcc

Q17RB8


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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
91694LONRF1P31T-EHumanEsophagusESCC1.05e-09-4.86e-020.1251
91694LONRF1P32T-EHumanEsophagusESCC2.83e-096.51e-030.1666
91694LONRF1P36T-EHumanEsophagusESCC1.86e-113.17e-010.1187
91694LONRF1P37T-EHumanEsophagusESCC1.05e-07-5.00e-020.1371
91694LONRF1P39T-EHumanEsophagusESCC6.42e-101.27e-010.0894
91694LONRF1P40T-EHumanEsophagusESCC5.11e-081.32e-010.109
91694LONRF1P42T-EHumanEsophagusESCC2.30e-063.79e-020.1175
91694LONRF1P47T-EHumanEsophagusESCC9.85e-125.24e-020.1067
91694LONRF1P48T-EHumanEsophagusESCC4.46e-132.36e-010.0959
91694LONRF1P52T-EHumanEsophagusESCC1.14e-072.23e-020.1555
91694LONRF1P54T-EHumanEsophagusESCC3.91e-171.39e-010.0975
91694LONRF1P56T-EHumanEsophagusESCC5.43e-034.19e-010.1613
91694LONRF1P57T-EHumanEsophagusESCC5.54e-123.83e-020.0926
91694LONRF1P61T-EHumanEsophagusESCC3.88e-091.54e-010.099
91694LONRF1P62T-EHumanEsophagusESCC2.27e-053.44e-020.1302
91694LONRF1P65T-EHumanEsophagusESCC3.06e-093.68e-020.0978
91694LONRF1P75T-EHumanEsophagusESCC6.67e-03-1.13e-010.1125
91694LONRF1P76T-EHumanEsophagusESCC8.11e-051.15e-020.1207
91694LONRF1P79T-EHumanEsophagusESCC7.29e-202.33e-010.1154
91694LONRF1P80T-EHumanEsophagusESCC1.52e-041.34e-010.155
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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
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
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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
LONRF1SNVMissense_Mutationc.865C>Ap.Leu289Ilep.L289IQ17RB8protein_codingdeleterious(0)probably_damaging(1)TCGA-A2-A25A-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificCytoxanSD
LONRF1SNVMissense_Mutationrs758592289c.901C>Tp.Leu301Phep.L301FQ17RB8protein_codingtolerated(0.18)benign(0.066)TCGA-A8-A09G-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
LONRF1SNVMissense_Mutationc.1358N>Tp.Thr453Ilep.T453IQ17RB8protein_codingtolerated(0.12)benign(0)TCGA-B6-A0IJ-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
LONRF1SNVMissense_Mutationc.1834N>Ap.Asp612Asnp.D612NQ17RB8protein_codingdeleterious(0.03)possibly_damaging(0.627)TCGA-BH-A0W7-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereCR
LONRF1SNVMissense_Mutationnovelc.1564N>Cp.Glu522Glnp.E522QQ17RB8protein_codingtolerated(0.22)possibly_damaging(0.463)TCGA-C8-A1HM-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydoxorubicinCR
LONRF1insertionFrame_Shift_Insnovelc.2045_2046insAGTGGCTATAATTCTTAGGp.Leu683ValfsTer9p.L683Vfs*9Q17RB8protein_codingTCGA-B6-A0IK-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
LONRF1deletionFrame_Shift_Delnovelc.1785delTp.Arg596GlufsTer55p.R596Efs*55Q17RB8protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
LONRF1SNVMissense_Mutationnovelc.1948N>Ap.Leu650Ilep.L650IQ17RB8protein_codingtolerated(0.26)probably_damaging(0.951)TCGA-EA-A3HU-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
LONRF1SNVMissense_Mutationc.1449N>Cp.Met483Ilep.M483IQ17RB8protein_codingdeleterious(0.04)benign(0.444)TCGA-EK-A2IP-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
LONRF1SNVMissense_Mutationc.1431N>Ap.Phe477Leup.F477LQ17RB8protein_codingtolerated(0.64)benign(0.139)TCGA-IR-A3LI-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
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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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