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: IGF2BP2

Gene summary for IGF2BP2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

IGF2BP2

Gene ID

10644

Gene nameinsulin like growth factor 2 mRNA binding protein 2
Gene AliasIMP-2
Cytomap3q27.2
Gene Typeprotein-coding
GO ID

GO:0001816

UniProtAcc

Q9Y6M1


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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
10644IGF2BP2CCI_1HumanCervixCC8.07e-181.95e+000.528
10644IGF2BP2CCI_2HumanCervixCC1.49e-252.21e+000.5249
10644IGF2BP2sample3HumanCervixCC1.32e-132.54e-010.1387
10644IGF2BP2H2HumanCervixHSIL_HPV4.26e-032.33e-010.0632
10644IGF2BP2T1HumanCervixCC2.72e-094.41e-010.0918
10644IGF2BP2T2HumanCervixCC1.68e-023.32e-010.0709
10644IGF2BP2T3HumanCervixCC7.74e-042.30e-010.1389
10644IGF2BP2HTA11_3410_2000001011HumanColorectumAD4.96e-22-6.91e-010.0155
10644IGF2BP2HTA11_3361_2000001011HumanColorectumAD3.34e-05-5.75e-01-0.1207
10644IGF2BP2HTA11_9341_2000001011HumanColorectumSER3.98e-04-7.71e-01-0.00410000000000005
10644IGF2BP2HTA11_7862_2000001011HumanColorectumAD7.94e-04-5.26e-01-0.0179
10644IGF2BP2HTA11_866_3004761011HumanColorectumAD2.54e-17-5.80e-010.096
10644IGF2BP2HTA11_8622_2000001021HumanColorectumSER4.66e-03-5.29e-010.0528
10644IGF2BP2HTA11_10623_2000001011HumanColorectumAD2.14e-02-4.33e-01-0.0177
10644IGF2BP2HTA11_10711_2000001011HumanColorectumAD6.75e-12-6.02e-010.0338
10644IGF2BP2HTA11_7696_3000711011HumanColorectumAD3.22e-02-3.10e-010.0674
10644IGF2BP2HTA11_6818_2000001011HumanColorectumAD2.14e-04-4.91e-010.0112
10644IGF2BP2HTA11_99999973899_84307HumanColorectumMSS2.30e-08-6.32e-010.2585
10644IGF2BP2HTA11_99999974143_84620HumanColorectumMSS5.17e-59-1.11e+000.3005
10644IGF2BP2F007HumanColorectumFAP8.81e-08-5.06e-010.1176
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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
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
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
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
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
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:000641710CervixCCregulation of translation89/2311468/187231.86e-053.46e-0489
GO:00512368CervixCCestablishment of RNA localization39/2311166/187234.76e-057.25e-0439
GO:00506578CervixCCnucleic acid transport38/2311163/187237.06e-059.85e-0438
GO:00506588CervixCCRNA transport38/2311163/187237.06e-059.85e-0438
GO:000640310CervixCCRNA localization43/2311201/187232.00e-042.29e-0343
GO:00510284CervixCCmRNA transport31/2311130/187232.05e-042.33e-0331
GO:00159318CervixCCnucleobase-containing compound transport43/2311222/187231.72e-031.30e-0243
GO:000641715CervixHSIL_HPVregulation of translation34/737468/187234.66e-046.83e-0334
GO:0006417ColorectumADregulation of translation141/3918468/187231.32e-064.22e-05141
GO:0006403ColorectumADRNA localization71/3918201/187231.54e-064.76e-0571
GO:0051236ColorectumADestablishment of RNA localization58/3918166/187231.95e-054.01e-0458
GO:0015931ColorectumADnucleobase-containing compound transport73/3918222/187232.02e-054.10e-0473
GO:0050657ColorectumADnucleic acid transport57/3918163/187232.22e-054.39e-0457
GO:0050658ColorectumADRNA transport57/3918163/187232.22e-054.39e-0457
GO:0051028ColorectumADmRNA transport42/3918130/187231.57e-031.32e-0242
GO:00064031ColorectumSERRNA localization53/2897201/187234.51e-051.13e-0353
GO:00159311ColorectumSERnucleobase-containing compound transport54/2897222/187233.65e-045.67e-0354
GO:00064171ColorectumSERregulation of translation100/2897468/187233.76e-045.74e-03100
GO:00512361ColorectumSERestablishment of RNA localization42/2897166/187236.70e-048.96e-0342
GO:00506571ColorectumSERnucleic acid transport41/2897163/187238.74e-041.06e-0241
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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
IGF2BP2SNVMissense_Mutationrs140669105c.1124N>Ap.Ser375Asnp.S375Nprotein_codingtolerated(0.8)benign(0.003)TCGA-BH-A18G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
IGF2BP2SNVMissense_Mutationc.1382G>Ap.Arg461Lysp.R461Kprotein_codingtolerated(0.08)benign(0.418)TCGA-BH-A2L8-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanCR
IGF2BP2SNVMissense_Mutationc.113C>Ap.Ser38Tyrp.S38Yprotein_codingdeleterious(0.02)possibly_damaging(0.844)TCGA-EW-A1PE-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyfluorouracilSD
IGF2BP2insertionFrame_Shift_Insnovelc.430_431insTTCAAGTTGTAGCp.Glu144ValfsTer13p.E144Vfs*13protein_codingTCGA-A2-A0CT-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapycytoxanSD
IGF2BP2insertionFrame_Shift_Insnovelc.844_845insTCCACCACAGTGTGTTGGGAGGp.Pro282LeufsTer33p.P282Lfs*33protein_codingTCGA-AO-A0J4-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
IGF2BP2insertionFrame_Shift_Insnovelc.984_985insGAGAGATATATATCTACATACATACATGTGCAp.Arg329GlufsTer16p.R329Efs*16protein_codingTCGA-BH-A0B8-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyarimidexSD
IGF2BP2deletionFrame_Shift_Delc.515delNp.Pro172LeufsTer49p.P172Lfs*49protein_codingTCGA-D8-A1XQ-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
IGF2BP2deletionFrame_Shift_Delnovelc.1655delNp.Pro552LeufsTer12p.P552Lfs*12protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
IGF2BP2SNVMissense_Mutationc.1382N>Ap.Arg461Lysp.R461Kprotein_codingtolerated(0.08)benign(0.418)TCGA-Q1-A6DW-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
IGF2BP2SNVMissense_Mutationnovelc.126N>Ap.Phe42Leup.F42Lprotein_codingdeleterious(0)possibly_damaging(0.854)TCGA-VS-A8EI-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
10644IGF2BP2NArepaglinideREPAGLINIDE
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