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: IGF2BP3

Gene summary for IGF2BP3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

IGF2BP3

Gene ID

10643

Gene nameinsulin like growth factor 2 mRNA binding protein 3
Gene AliasCT98
Cytomap7p15.3
Gene Typeprotein-coding
GO ID

GO:0001816

UniProtAcc

O00425


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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
10643IGF2BP3AEH-subject4HumanEndometriumAEH2.07e-062.73e-01-0.2657
10643IGF2BP3LZE2THumanEsophagusESCC5.44e-106.08e-010.082
10643IGF2BP3LZE4THumanEsophagusESCC1.70e-031.42e-010.0811
10643IGF2BP3LZE5THumanEsophagusESCC1.54e-044.90e-010.0514
10643IGF2BP3LZE22THumanEsophagusESCC1.57e-032.80e-010.068
10643IGF2BP3LZE24THumanEsophagusESCC2.42e-133.36e-010.0596
10643IGF2BP3P1T-EHumanEsophagusESCC1.98e-114.79e-010.0875
10643IGF2BP3P2T-EHumanEsophagusESCC9.53e-091.88e-010.1177
10643IGF2BP3P4T-EHumanEsophagusESCC4.48e-225.24e-010.1323
10643IGF2BP3P5T-EHumanEsophagusESCC7.98e-133.00e-010.1327
10643IGF2BP3P8T-EHumanEsophagusESCC1.35e-234.30e-010.0889
10643IGF2BP3P9T-EHumanEsophagusESCC5.45e-194.57e-010.1131
10643IGF2BP3P10T-EHumanEsophagusESCC3.95e-306.01e-010.116
10643IGF2BP3P12T-EHumanEsophagusESCC1.06e-417.67e-010.1122
10643IGF2BP3P17T-EHumanEsophagusESCC8.50e-052.38e-010.1278
10643IGF2BP3P19T-EHumanEsophagusESCC6.53e-043.14e-010.1662
10643IGF2BP3P20T-EHumanEsophagusESCC8.21e-214.17e-010.1124
10643IGF2BP3P22T-EHumanEsophagusESCC5.00e-173.17e-010.1236
10643IGF2BP3P23T-EHumanEsophagusESCC4.19e-449.37e-010.108
10643IGF2BP3P26T-EHumanEsophagusESCC3.02e-264.52e-010.1276
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid Cancer
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
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:000641716EndometriumAEHregulation of translation94/2100468/187231.14e-087.62e-0794
GO:000640314EndometriumAEHRNA localization51/2100201/187231.39e-088.98e-0751
GO:00506579EndometriumAEHnucleic acid transport37/2100163/187232.04e-054.09e-0437
GO:00506589EndometriumAEHRNA transport37/2100163/187232.04e-054.09e-0437
GO:00512369EndometriumAEHestablishment of RNA localization37/2100166/187233.13e-055.66e-0437
GO:00159319EndometriumAEHnucleobase-containing compound transport44/2100222/187231.19e-041.66e-0344
GO:00510285EndometriumAEHmRNA transport28/2100130/187234.94e-045.06e-0328
GO:0006403110EsophagusESCCRNA localization166/8552201/187231.95e-276.18e-25166
GO:005123617EsophagusESCCestablishment of RNA localization134/8552166/187231.23e-201.81e-18134
GO:005102815EsophagusESCCmRNA transport110/8552130/187232.76e-203.80e-18110
GO:005065717EsophagusESCCnucleic acid transport131/8552163/187236.94e-208.46e-18131
GO:005065817EsophagusESCCRNA transport131/8552163/187236.94e-208.46e-18131
GO:0006417111EsophagusESCCregulation of translation304/8552468/187231.53e-171.33e-15304
GO:001593117EsophagusESCCnucleobase-containing compound transport162/8552222/187239.87e-177.93e-15162
GO:003424914EsophagusESCCnegative regulation of cellular amide metabolic process144/8552273/187231.08e-023.67e-02144
GO:000640321LiverHCCRNA localization151/7958201/187233.72e-215.89e-19151
GO:000641722LiverHCCregulation of translation287/7958468/187238.79e-178.08e-15287
GO:005123621LiverHCCestablishment of RNA localization121/7958166/187231.61e-151.19e-13121
GO:005065711LiverHCCnucleic acid transport118/7958163/187238.30e-155.60e-13118
GO:005065811LiverHCCRNA transport118/7958163/187238.30e-155.60e-13118
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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
IGF2BP3SNVMissense_Mutationrs141308145c.1732N>Tp.Arg578Trpp.R578WO00425protein_codingdeleterious_low_confidence(0)benign(0.001)TCGA-A8-A09A-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
IGF2BP3SNVMissense_Mutationnovelc.1325C>Tp.Ala442Valp.A442VO00425protein_codingdeleterious(0.05)probably_damaging(0.915)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
IGF2BP3SNVMissense_Mutationc.1487C>Gp.Ser496Cysp.S496CO00425protein_codingdeleterious(0)probably_damaging(0.964)TCGA-C5-A1MH-01Cervixcervical & endocervical cancerFemale>=65III/IVChemotherapycisplatinPD
IGF2BP3SNVMissense_Mutationnovelc.161N>Cp.Ile54Thrp.I54TO00425protein_codingdeleterious(0)benign(0.124)TCGA-C5-A8YQ-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinPD
IGF2BP3SNVMissense_Mutationc.868C>Tp.Arg290Cysp.R290CO00425protein_codingdeleterious(0)possibly_damaging(0.665)TCGA-EA-A3HS-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
IGF2BP3SNVMissense_Mutationc.1406G>Tp.Arg469Ilep.R469IO00425protein_codingdeleterious(0.02)possibly_damaging(0.881)TCGA-FU-A3HZ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
IGF2BP3SNVMissense_Mutationnovelc.1381G>Ap.Glu461Lysp.E461KO00425protein_codingdeleterious(0)probably_damaging(0.996)TCGA-MA-AA43-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
IGF2BP3SNVMissense_Mutationc.184N>Ap.Glu62Lysp.E62KO00425protein_codingtolerated(0.06)benign(0.377)TCGA-AA-3684-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
IGF2BP3SNVMissense_Mutationc.719N>Ap.Ala240Aspp.A240DO00425protein_codingdeleterious(0.01)benign(0.292)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
IGF2BP3SNVMissense_Mutationc.672N>Tp.Gln224Hisp.Q224HO00425protein_codingdeleterious(0.02)probably_damaging(0.99)TCGA-AA-A024-01Colorectumcolon 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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