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: IPO8

Gene summary for IPO8

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

IPO8

Gene ID

10526

Gene nameimportin 8
Gene AliasRANBP8
Cytomap12p11.21
Gene Typeprotein-coding
GO ID

GO:0006606

UniProtAcc

O15397


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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
10526IPO8LZE4THumanEsophagusESCC4.02e-032.14e-010.0811
10526IPO8LZE7THumanEsophagusESCC1.42e-042.63e-010.0667
10526IPO8LZE8THumanEsophagusESCC1.85e-082.79e-010.067
10526IPO8LZE20THumanEsophagusESCC5.75e-041.60e-010.0662
10526IPO8LZE24THumanEsophagusESCC1.48e-112.02e-010.0596
10526IPO8P1T-EHumanEsophagusESCC2.27e-042.40e-010.0875
10526IPO8P2T-EHumanEsophagusESCC1.09e-203.84e-010.1177
10526IPO8P4T-EHumanEsophagusESCC3.55e-091.46e-010.1323
10526IPO8P8T-EHumanEsophagusESCC9.69e-111.90e-010.0889
10526IPO8P10T-EHumanEsophagusESCC6.46e-121.70e-010.116
10526IPO8P11T-EHumanEsophagusESCC2.93e-021.85e-010.1426
10526IPO8P12T-EHumanEsophagusESCC3.80e-142.51e-010.1122
10526IPO8P15T-EHumanEsophagusESCC2.19e-132.68e-010.1149
10526IPO8P16T-EHumanEsophagusESCC8.29e-223.74e-010.1153
10526IPO8P17T-EHumanEsophagusESCC7.45e-052.47e-010.1278
10526IPO8P20T-EHumanEsophagusESCC5.92e-048.33e-020.1124
10526IPO8P21T-EHumanEsophagusESCC3.47e-111.74e-010.1617
10526IPO8P22T-EHumanEsophagusESCC1.98e-143.05e-010.1236
10526IPO8P23T-EHumanEsophagusESCC1.39e-163.44e-010.108
10526IPO8P24T-EHumanEsophagusESCC1.04e-052.14e-010.1287
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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
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
∗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:0072594110EsophagusESCCestablishment of protein localization to organelle311/8552422/187233.02e-322.13e-29311
GO:0006913110EsophagusESCCnucleocytoplasmic transport230/8552301/187236.04e-282.02e-25230
GO:0051169110EsophagusESCCnuclear transport230/8552301/187236.04e-282.02e-25230
GO:003450418EsophagusESCCprotein localization to nucleus211/8552290/187234.06e-216.60e-19211
GO:001703818EsophagusESCCprotein import149/8552206/187235.90e-153.31e-13149
GO:005117014EsophagusESCCimport into nucleus111/8552159/187235.69e-101.44e-08111
GO:000660613EsophagusESCCprotein import into nucleus108/8552155/187231.16e-092.77e-08108
GO:007259422LiverHCCestablishment of protein localization to organelle299/7958422/187231.06e-326.10e-30299
GO:000691322LiverHCCnucleocytoplasmic transport208/7958301/187235.51e-218.12e-19208
GO:005116922LiverHCCnuclear transport208/7958301/187235.51e-218.12e-19208
GO:003450421LiverHCCprotein localization to nucleus194/7958290/187232.84e-172.85e-15194
GO:001703811LiverHCCprotein import140/7958206/187231.12e-136.46e-12140
GO:005117011LiverHCCimport into nucleus102/7958159/187232.78e-086.39e-07102
GO:00066066LiverHCCprotein import into nucleus99/7958155/187236.12e-081.28e-0699
GO:007259417ProstateTumorestablishment of protein localization to organelle151/3246422/187233.19e-202.83e-17151
GO:003450414ProstateTumorprotein localization to nucleus100/3246290/187231.05e-129.98e-11100
GO:000691316ProstateTumornucleocytoplasmic transport97/3246301/187231.78e-101.05e-0897
GO:005116916ProstateTumornuclear transport97/3246301/187231.78e-101.05e-0897
GO:001703814ProstateTumorprotein import66/3246206/187231.78e-074.38e-0666
GO:005117012ProstateTumorimport into nucleus51/3246159/187234.08e-066.51e-0551
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0301321EsophagusESCCNucleocytoplasmic transport89/4205108/84651.20e-122.37e-111.21e-1189
hsa0301331EsophagusESCCNucleocytoplasmic transport89/4205108/84651.20e-122.37e-111.21e-1189
hsa03013LiverHCCNucleocytoplasmic transport81/4020108/84654.28e-096.83e-083.80e-0881
hsa030131LiverHCCNucleocytoplasmic transport81/4020108/84654.28e-096.83e-083.80e-0881
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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
IPO8SNVMissense_Mutationc.2422C>Tp.His808Tyrp.H808YO15397protein_codingtolerated(0.08)benign(0.424)TCGA-5L-AAT1-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyletrozolSD
IPO8SNVMissense_Mutationc.1123N>Cp.Glu375Glnp.E375QO15397protein_codingdeleterious(0)probably_damaging(0.99)TCGA-A2-A04Y-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
IPO8SNVMissense_Mutationnovelc.670N>Ap.Gln224Lysp.Q224KO15397protein_codingtolerated(0.28)benign(0.038)TCGA-A2-A4S2-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinCR
IPO8SNVMissense_Mutationc.1439N>Cp.Val480Alap.V480AO15397protein_codingdeleterious(0.02)benign(0.056)TCGA-A8-A09Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
IPO8SNVMissense_Mutationnovelc.609N>Cp.Gln203Hisp.Q203HO15397protein_codingdeleterious(0)probably_damaging(0.984)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
IPO8SNVMissense_Mutationc.1786G>Cp.Asp596Hisp.D596HO15397protein_codingdeleterious(0.02)possibly_damaging(0.67)TCGA-BH-A0EE-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydocetaxelSD
IPO8SNVMissense_Mutationc.1636G>Ap.Glu546Lysp.E546KO15397protein_codingtolerated(0.06)benign(0.109)TCGA-BH-A0EE-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydocetaxelSD
IPO8SNVMissense_Mutationc.1209G>Cp.Lys403Asnp.K403NO15397protein_codingtolerated(0.07)benign(0.02)TCGA-BH-A0EE-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydocetaxelSD
IPO8SNVMissense_Mutationrs141041651c.1495N>Ap.Val499Ilep.V499IO15397protein_codingtolerated(0.27)benign(0.044)TCGA-EW-A1OV-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyepirubicinSD
IPO8insertionFrame_Shift_Insnovelc.1069dupTp.Ser357PhefsTer6p.S357Ffs*6O15397protein_codingTCGA-A1-A0SJ-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
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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
10526IPO8NAMKC-1ENMD-981693
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