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: IMP3

Gene summary for IMP3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

IMP3

Gene ID

55272

Gene nameIMP U3 small nucleolar ribonucleoprotein 3
Gene AliasBRMS2
Cytomap15q24.2
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q9NV31


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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
55272IMP3LZE4THumanEsophagusESCC3.54e-197.34e-010.0811
55272IMP3LZE7THumanEsophagusESCC3.48e-171.21e+000.0667
55272IMP3LZE8THumanEsophagusESCC1.72e-084.75e-010.067
55272IMP3LZE20THumanEsophagusESCC2.01e-083.28e-010.0662
55272IMP3LZE22THumanEsophagusESCC1.56e-046.43e-010.068
55272IMP3LZE24THumanEsophagusESCC5.53e-166.28e-010.0596
55272IMP3LZE21THumanEsophagusESCC6.14e-046.07e-010.0655
55272IMP3LZE6THumanEsophagusESCC1.56e-033.95e-010.0845
55272IMP3P1T-EHumanEsophagusESCC5.65e-151.20e+000.0875
55272IMP3P2T-EHumanEsophagusESCC8.77e-307.02e-010.1177
55272IMP3P4T-EHumanEsophagusESCC2.02e-561.72e+000.1323
55272IMP3P5T-EHumanEsophagusESCC1.93e-205.13e-010.1327
55272IMP3P8T-EHumanEsophagusESCC7.40e-459.29e-010.0889
55272IMP3P9T-EHumanEsophagusESCC7.23e-461.28e+000.1131
55272IMP3P10T-EHumanEsophagusESCC1.28e-621.20e+000.116
55272IMP3P11T-EHumanEsophagusESCC5.06e-191.12e+000.1426
55272IMP3P12T-EHumanEsophagusESCC7.53e-451.06e+000.1122
55272IMP3P15T-EHumanEsophagusESCC2.28e-531.19e+000.1149
55272IMP3P16T-EHumanEsophagusESCC8.87e-541.31e+000.1153
55272IMP3P17T-EHumanEsophagusESCC1.08e-115.27e-010.1278
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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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
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:004217613LungAISregulation of protein catabolic process92/1849391/187231.34e-153.91e-1292
GO:200123313LungAISregulation of apoptotic signaling pathway71/1849356/187236.10e-099.87e-0771
GO:004340912LungAISnegative regulation of MAPK cascade39/1849180/187231.92e-061.12e-0439
GO:003133013LungAISnegative regulation of cellular catabolic process50/1849262/187233.94e-062.05e-0450
GO:000989513LungAISnegative regulation of catabolic process55/1849320/187233.22e-051.01e-0355
GO:009719113LungAISextrinsic apoptotic signaling pathway41/1849219/187234.46e-051.33e-0341
GO:200123613LungAISregulation of extrinsic apoptotic signaling pathway31/1849151/187236.27e-051.70e-0331
GO:004217713LungAISnegative regulation of protein catabolic process26/1849121/187231.09e-042.57e-0326
GO:004586113LungAISnegative regulation of proteolysis55/1849351/187233.87e-046.72e-0355
GO:0070371LungAISERK1 and ERK2 cascade52/1849330/187234.80e-047.95e-0352
GO:00703731LungAISnegative regulation of ERK1 and ERK2 cascade18/184978/187234.83e-047.98e-0318
GO:005254713LungAISregulation of peptidase activity68/1849461/187235.01e-048.23e-0368
GO:005254813LungAISregulation of endopeptidase activity63/1849432/187231.06e-031.38e-0263
GO:0070372LungAISregulation of ERK1 and ERK2 cascade48/1849309/187231.06e-031.38e-0248
GO:200123513LungAISpositive regulation of apoptotic signaling pathway22/1849126/187235.81e-034.83e-0222
GO:0036462LungAISTRAIL-activated apoptotic signaling pathway5/184913/187236.10e-034.98e-025
GO:19020431LungAISpositive regulation of extrinsic apoptotic signaling pathway via death domain receptors5/184913/187236.10e-034.98e-025
GO:002261320Oral cavityOSCCribonucleoprotein complex biogenesis333/7305463/187238.28e-485.24e-44333
GO:004225420Oral cavityOSCCribosome biogenesis230/7305299/187233.22e-416.80e-38230
GO:000636410Oral cavityOSCCrRNA processing172/7305225/187231.57e-301.24e-27172
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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
IMP3SNVMissense_Mutationrs746193463c.227C>Tp.Ser76Leup.S76LQ9NV31protein_codingdeleterious(0.02)benign(0.242)TCGA-C8-A274-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
IMP3SNVMissense_Mutationc.538N>Gp.Phe180Valp.F180VQ9NV31protein_codingdeleterious(0)probably_damaging(0.972)TCGA-AA-A02E-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
IMP3SNVMissense_Mutationrs200453864c.521N>Gp.Asn174Serp.N174SQ9NV31protein_codingdeleterious(0.04)benign(0.063)TCGA-AG-3594-01Colorectumrectum adenocarcinomaMale>=65I/IIUnknownUnknownPD
IMP3SNVMissense_Mutationnovelc.268N>Tp.Pro90Serp.P90SQ9NV31protein_codingtolerated(0.53)benign(0.015)TCGA-DI-A1BU-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapypaclitaxelSD
IMP3SNVMissense_Mutationnovelc.541N>Cp.Asp181Hisp.D181HQ9NV31protein_codingdeleterious(0)probably_damaging(0.969)TCGA-HD-A4C1-01Oral cavityhead & neck squamous cell carcinomaFemale<65I/IIUnknownUnknownSD
IMP3insertionFrame_Shift_Insnovelc.456_457insGCp.Ser153AlafsTer20p.S153Afs*20Q9NV31protein_codingTCGA-CV-6003-01Oral cavityhead & neck squamous cell carcinomaFemale<65III/IVUnknownUnknownSD
IMP3SNVMissense_Mutationc.540N>Ap.Phe180Leup.F180LQ9NV31protein_codingdeleterious(0)possibly_damaging(0.878)TCGA-G9-7510-01Prostateprostate adenocarcinomaMale>=658UnknownUnknownSD
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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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