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: RANBP17

Gene summary for RANBP17

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

RANBP17

Gene ID

64901

Gene nameRAN binding protein 17
Gene AliasRANBP17
Cytomap5q35.1
Gene Typeprotein-coding
GO ID

GO:0006403

UniProtAcc

Q546R4


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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
64901RANBP17HSIL_HPV_2HumanCervixHSIL_HPV6.89e-122.72e-010.0208
64901RANBP17CCI_1HumanCervixCC6.67e-106.85e-010.528
64901RANBP17CCI_2HumanCervixCC3.85e-181.40e+000.5249
64901RANBP17CCI_3HumanCervixCC2.97e-351.17e+000.516
64901RANBP17T3HumanCervixCC9.49e-061.15e-010.1389
64901RANBP17HTA11_3410_2000001011HumanColorectumAD7.91e-20-6.44e-010.0155
64901RANBP17HTA11_2487_2000001011HumanColorectumSER6.76e-07-6.01e-01-0.1808
64901RANBP17HTA11_3361_2000001011HumanColorectumAD2.75e-05-6.08e-01-0.1207
64901RANBP17HTA11_83_2000001011HumanColorectumSER1.31e-06-6.44e-01-0.1526
64901RANBP17HTA11_696_2000001011HumanColorectumAD5.93e-11-4.84e-01-0.1464
64901RANBP17HTA11_866_2000001011HumanColorectumAD1.13e-06-4.27e-01-0.1001
64901RANBP17HTA11_2992_2000001011HumanColorectumSER2.02e-02-6.62e-01-0.1706
64901RANBP17HTA11_5212_2000001011HumanColorectumAD9.13e-06-8.00e-01-0.2061
64901RANBP17HTA11_5216_2000001011HumanColorectumSER9.48e-03-7.44e-01-0.1462
64901RANBP17HTA11_866_3004761011HumanColorectumAD1.59e-13-6.04e-010.096
64901RANBP17HTA11_8622_2000001021HumanColorectumSER2.20e-02-5.68e-010.0528
64901RANBP17HTA11_10711_2000001011HumanColorectumAD1.21e-06-5.91e-010.0338
64901RANBP17HTA11_7696_3000711011HumanColorectumAD7.50e-07-3.90e-010.0674
64901RANBP17HTA11_99999970781_79442HumanColorectumMSS2.94e-06-3.57e-010.294
64901RANBP17HTA11_99999971662_82457HumanColorectumMSS6.77e-09-4.97e-010.3859
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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
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
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:00725949CervixCCestablishment of protein localization to organelle99/2311422/187231.23e-102.11e-0899
GO:00069139CervixCCnucleocytoplasmic transport71/2311301/187234.04e-082.54e-0671
GO:00511699CervixCCnuclear transport71/2311301/187234.04e-082.54e-0671
GO:00345048CervixCCprotein localization to nucleus68/2311290/187239.91e-085.25e-0668
GO:00170388CervixCCprotein import48/2311206/187238.62e-061.98e-0448
GO:00511689CervixCCnuclear export38/2311154/187231.86e-053.46e-0438
GO:00511707CervixCCimport into nucleus38/2311159/187233.98e-056.18e-0438
GO:00512368CervixCCestablishment of RNA localization39/2311166/187234.76e-057.25e-0439
GO:00066067CervixCCprotein import into nucleus37/2311155/187235.13e-057.71e-0437
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:00066116CervixCCprotein export from nucleus17/231157/187233.61e-043.75e-0317
GO:00159318CervixCCnucleobase-containing compound transport43/2311222/187231.72e-031.30e-0243
GO:007259414CervixHSIL_HPVestablishment of protein localization to organelle29/737422/187232.71e-032.58e-0229
GO:003450412CervixHSIL_HPVprotein localization to nucleus21/737290/187235.53e-034.45e-0221
GO:0072594ColorectumADestablishment of protein localization to organelle148/3918422/187237.95e-121.04e-09148
GO:0006913ColorectumADnucleocytoplasmic transport102/3918301/187231.00e-074.85e-06102
GO:0051169ColorectumADnuclear transport102/3918301/187231.00e-074.85e-06102
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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
RANBP17SNVMissense_Mutationc.1711N>Tp.Val571Leup.V571LQ9H2T7protein_codingtolerated(0.4)benign(0.02)TCGA-AO-A0J6-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
RANBP17SNVMissense_Mutationc.1546G>Ap.Asp516Asnp.D516NQ9H2T7protein_codingdeleterious(0.05)possibly_damaging(0.803)TCGA-BH-A0C0-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycarboplatinSD
RANBP17SNVMissense_Mutationrs374800221c.562N>Ap.Val188Ilep.V188IQ9H2T7protein_codingtolerated(1)benign(0)TCGA-BH-A0C7-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinCR
RANBP17SNVMissense_Mutationc.353G>Tp.Gly118Valp.G118VQ9H2T7protein_codingdeleterious(0)probably_damaging(0.924)TCGA-C8-A275-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
RANBP17SNVMissense_Mutationnovelc.1893G>Cp.Lys631Asnp.K631NQ9H2T7protein_codingdeleterious(0)probably_damaging(0.969)TCGA-C8-A8HQ-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
RANBP17SNVMissense_Mutationrs201284839c.2348N>Ap.Arg783Hisp.R783HQ9H2T7protein_codingdeleterious(0)probably_damaging(0.998)TCGA-D8-A145-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
RANBP17SNVMissense_Mutationnovelc.1603N>Gp.Thr535Alap.T535AQ9H2T7protein_codingtolerated(0.38)benign(0)TCGA-D8-A1JP-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
RANBP17SNVMissense_Mutationrs146643977c.2758G>Ap.Glu920Lysp.E920KQ9H2T7protein_codingtolerated(0.27)benign(0.022)TCGA-E2-A159-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
RANBP17SNVMissense_Mutationrs201196825c.1910N>Gp.Phe637Cysp.F637CQ9H2T7protein_codingdeleterious(0)probably_damaging(0.99)TCGA-A6-4107-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapy5SD
RANBP17SNVMissense_Mutationc.1343N>Gp.Val448Glyp.V448GQ9H2T7protein_codingdeleterious(0)possibly_damaging(0.703)TCGA-AA-3696-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
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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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