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: NARFL

Gene summary for NARFL

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

NARFL

Gene ID

64428

Gene namecytosolic iron-sulfur assembly component 3
Gene AliasHPRN
Cytomap16p13.3
Gene Typeprotein-coding
GO ID

GO:0001666

UniProtAcc

Q9H6Q4


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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
64428NARFLP1T-EHumanEsophagusESCC3.53e-145.71e-010.0875
64428NARFLP2T-EHumanEsophagusESCC8.70e-497.68e-010.1177
64428NARFLP4T-EHumanEsophagusESCC3.75e-205.11e-010.1323
64428NARFLP5T-EHumanEsophagusESCC9.67e-182.74e-010.1327
64428NARFLP8T-EHumanEsophagusESCC1.77e-243.65e-010.0889
64428NARFLP9T-EHumanEsophagusESCC2.41e-051.67e-010.1131
64428NARFLP10T-EHumanEsophagusESCC8.56e-121.58e-010.116
64428NARFLP11T-EHumanEsophagusESCC6.58e-084.49e-010.1426
64428NARFLP12T-EHumanEsophagusESCC7.27e-294.78e-010.1122
64428NARFLP15T-EHumanEsophagusESCC1.71e-213.82e-010.1149
64428NARFLP16T-EHumanEsophagusESCC3.60e-132.29e-010.1153
64428NARFLP17T-EHumanEsophagusESCC2.78e-093.30e-010.1278
64428NARFLP19T-EHumanEsophagusESCC5.81e-104.90e-010.1662
64428NARFLP20T-EHumanEsophagusESCC8.18e-194.19e-010.1124
64428NARFLP21T-EHumanEsophagusESCC2.01e-193.19e-010.1617
64428NARFLP22T-EHumanEsophagusESCC2.06e-182.96e-010.1236
64428NARFLP23T-EHumanEsophagusESCC8.32e-255.20e-010.108
64428NARFLP24T-EHumanEsophagusESCC3.89e-122.50e-010.1287
64428NARFLP26T-EHumanEsophagusESCC2.20e-173.27e-010.1276
64428NARFLP27T-EHumanEsophagusESCC3.63e-234.82e-010.1055
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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
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
∗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
NARFLSNVMissense_Mutationnovelc.410N>Tp.Arg137Metp.R137MQ9H6Q4protein_codingdeleterious(0.01)possibly_damaging(0.717)TCGA-AR-A250-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
NARFLSNVMissense_Mutationnovelc.839T>Gp.Leu280Trpp.L280WQ9H6Q4protein_codingdeleterious(0)possibly_damaging(0.469)TCGA-BH-A0B1-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapyadriamycinSD
NARFLSNVMissense_Mutationc.295N>Cp.Asp99Hisp.D99HQ9H6Q4protein_codingtolerated(0.12)benign(0.015)TCGA-C8-A1HM-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydoxorubicinCR
NARFLinsertionFrame_Shift_Insnovelc.837_838insGGTCCTCCCACAGAGGTGGGCTGGGTGGAGGGCAGCCp.Leu280GlyfsTer71p.L280Gfs*71Q9H6Q4protein_codingTCGA-BH-A0B1-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapyadriamycinSD
NARFLdeletionFrame_Shift_Delnovelc.1000delAp.Ile334SerfsTer11p.I334Sfs*11Q9H6Q4protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
NARFLSNVMissense_Mutationc.267N>Cp.Gln89Hisp.Q89HQ9H6Q4protein_codingdeleterious(0)probably_damaging(0.984)TCGA-C5-A1MQ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
NARFLSNVMissense_Mutationc.146N>Tp.Tyr49Phep.Y49FQ9H6Q4protein_codingdeleterious(0.04)benign(0.274)TCGA-EA-A411-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
NARFLSNVMissense_Mutationc.1288N>Ap.Glu430Lysp.E430KQ9H6Q4protein_codingtolerated(0.51)benign(0.012)TCGA-FU-A2QG-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
NARFLSNVMissense_Mutationrs376966046c.208N>Ap.Asp70Asnp.D70NQ9H6Q4protein_codingdeleterious(0)probably_damaging(0.998)TCGA-IR-A3LI-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
NARFLinsertionFrame_Shift_Insnovelc.73_74insCp.Ile25ThrfsTer20p.I25Tfs*20Q9H6Q4protein_codingTCGA-DS-A1OC-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapygemcitabineSD
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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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