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: IPO13

Gene summary for IPO13

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

IPO13

Gene ID

9670

Gene nameimportin 13
Gene AliasIMP13
Cytomap1p34.1
Gene Typeprotein-coding
GO ID

GO:0006606

UniProtAcc

O94829


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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
9670IPO13HCC1_MengHumanLiverHCC5.58e-172.80e-020.0246
9670IPO13HCC2HumanLiverHCC2.62e-082.11e+000.5341
9670IPO13S014HumanLiverHCC8.28e-134.71e-010.2254
9670IPO13S015HumanLiverHCC1.73e-124.61e-010.2375
9670IPO13S016HumanLiverHCC2.40e-194.67e-010.2243
9670IPO13S027HumanLiverHCC1.26e-085.78e-010.2446
9670IPO13S028HumanLiverHCC1.03e-175.57e-010.2503
9670IPO13S029HumanLiverHCC8.46e-185.71e-010.2581
9670IPO13C04HumanOral cavityOSCC2.92e-094.35e-010.2633
9670IPO13C21HumanOral cavityOSCC2.19e-094.14e-010.2678
9670IPO13C30HumanOral cavityOSCC1.08e-136.33e-010.3055
9670IPO13C38HumanOral cavityOSCC9.23e-033.22e-010.172
9670IPO13C43HumanOral cavityOSCC1.01e-081.26e-010.1704
9670IPO13C46HumanOral cavityOSCC9.55e-061.70e-010.1673
9670IPO13C51HumanOral cavityOSCC3.58e-064.00e-010.2674
9670IPO13C06HumanOral cavityOSCC1.79e-026.40e-010.2699
9670IPO13LN46HumanOral cavityOSCC4.92e-021.33e-010.1666
9670IPO13SYSMH1HumanOral cavityOSCC4.59e-051.50e-010.1127
9670IPO13SYSMH2HumanOral cavityOSCC4.39e-051.37e-010.2326
9670IPO13SYSMH3HumanOral cavityOSCC5.25e-173.42e-010.2442
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
∗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: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:007259418Oral cavityOSCCestablishment of protein localization to organelle284/7305422/187231.50e-321.35e-29284
GO:000691317Oral cavityOSCCnucleocytoplasmic transport204/7305301/187232.65e-246.98e-22204
GO:005116917Oral cavityOSCCnuclear transport204/7305301/187232.65e-246.98e-22204
GO:003450415Oral cavityOSCCprotein localization to nucleus193/7305290/187231.22e-212.35e-19193
GO:001703815Oral cavityOSCCprotein import136/7305206/187233.15e-152.08e-13136
GO:00511709Oral cavityOSCCimport into nucleus100/7305159/187238.67e-102.15e-08100
GO:00066069Oral cavityOSCCprotein import into nucleus97/7305155/187232.27e-095.30e-0897
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa03013LiverHCCNucleocytoplasmic transport81/4020108/84654.28e-096.83e-083.80e-0881
hsa030131LiverHCCNucleocytoplasmic transport81/4020108/84654.28e-096.83e-083.80e-0881
hsa030136Oral cavityOSCCNucleocytoplasmic transport82/3704108/84657.93e-121.33e-106.77e-1182
hsa0301311Oral cavityOSCCNucleocytoplasmic transport82/3704108/84657.93e-121.33e-106.77e-1182
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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
IPO13SNVMissense_Mutationc.1939N>Gp.Leu647Valp.L647VO94829protein_codingdeleterious(0.02)probably_damaging(0.992)TCGA-A8-A0AB-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
IPO13SNVMissense_Mutationc.41G>Ap.Gly14Glup.G14EO94829protein_codingtolerated_low_confidence(0.11)benign(0)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
IPO13SNVMissense_Mutationc.660G>Cp.Gln220Hisp.Q220HO94829protein_codingtolerated(0.23)possibly_damaging(0.571)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
IPO13SNVMissense_Mutationnovelc.14N>Gp.Glu5Glyp.E5GO94829protein_codingtolerated_low_confidence(0.13)benign(0.05)TCGA-BH-A202-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycarboplatinCR
IPO13SNVMissense_Mutationc.398G>Ap.Ser133Asnp.S133NO94829protein_codingtolerated(1)benign(0)TCGA-D8-A1XQ-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
IPO13SNVMissense_Mutationc.2137N>Tp.Val713Phep.V713FO94829protein_codingdeleterious(0.02)benign(0.22)TCGA-E2-A15K-06Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
IPO13deletionFrame_Shift_Delnovelc.516delGp.Leu173CysfsTer92p.L173Cfs*92O94829protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
IPO13SNVMissense_Mutationc.1999N>Cp.Lys667Glnp.K667QO94829protein_codingtolerated(0.35)benign(0.003)TCGA-DR-A0ZM-01Cervixcervical & endocervical cancerFemale<65III/IVUnspecificCisplatinSD
IPO13SNVMissense_Mutationc.1760G>Tp.Cys587Phep.C587FO94829protein_codingtolerated(0.05)possibly_damaging(0.795)TCGA-EA-A5O9-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
IPO13SNVMissense_Mutationc.2761N>Cp.Glu921Glnp.E921QO94829protein_codingtolerated(0.13)benign(0.04)TCGA-JW-A5VJ-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
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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
9670IPO13NAMKC-1ENMD-981693
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