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: SKIV2L

Gene summary for SKIV2L

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SKIV2L

Gene ID

6499

Gene nameSki2 like RNA helicase
Gene Alias170A
Cytomap6p21.33
Gene Typeprotein-coding
GO ID

GO:0000184

UniProtAcc

A0A1U9X8J1


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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
6499SKIV2LLZE4THumanEsophagusESCC2.02e-031.26e-010.0811
6499SKIV2LLZE7THumanEsophagusESCC1.78e-103.79e-010.0667
6499SKIV2LLZE8THumanEsophagusESCC3.68e-071.43e-010.067
6499SKIV2LLZE20THumanEsophagusESCC3.70e-081.51e-010.0662
6499SKIV2LLZE24THumanEsophagusESCC2.64e-153.13e-010.0596
6499SKIV2LLZE6THumanEsophagusESCC2.39e-021.36e-010.0845
6499SKIV2LP1T-EHumanEsophagusESCC2.78e-123.63e-010.0875
6499SKIV2LP2T-EHumanEsophagusESCC1.14e-132.52e-010.1177
6499SKIV2LP4T-EHumanEsophagusESCC3.01e-081.67e-010.1323
6499SKIV2LP5T-EHumanEsophagusESCC3.61e-079.10e-020.1327
6499SKIV2LP8T-EHumanEsophagusESCC2.70e-081.86e-010.0889
6499SKIV2LP9T-EHumanEsophagusESCC7.61e-111.79e-010.1131
6499SKIV2LP10T-EHumanEsophagusESCC1.80e-162.44e-010.116
6499SKIV2LP11T-EHumanEsophagusESCC2.08e-163.66e-010.1426
6499SKIV2LP12T-EHumanEsophagusESCC1.80e-122.42e-010.1122
6499SKIV2LP15T-EHumanEsophagusESCC1.74e-121.33e-010.1149
6499SKIV2LP16T-EHumanEsophagusESCC1.66e-101.97e-010.1153
6499SKIV2LP17T-EHumanEsophagusESCC4.26e-103.65e-010.1278
6499SKIV2LP19T-EHumanEsophagusESCC6.27e-073.99e-010.1662
6499SKIV2LP20T-EHumanEsophagusESCC2.70e-201.73e-010.1124
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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
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:0006401110EsophagusESCCRNA catabolic process204/8552278/187233.39e-215.66e-19204
GO:0034655110EsophagusESCCnucleobase-containing compound catabolic process272/8552407/187232.92e-182.90e-16272
GO:0006402110EsophagusESCCmRNA catabolic process170/8552232/187238.70e-188.00e-16170
GO:004670018EsophagusESCCheterocycle catabolic process286/8552445/187231.12e-157.47e-14286
GO:004427019EsophagusESCCcellular nitrogen compound catabolic process288/8552451/187233.03e-151.79e-13288
GO:001943918EsophagusESCCaromatic compound catabolic process295/8552467/187231.09e-145.98e-13295
GO:190136118EsophagusESCCorganic cyclic compound catabolic process307/8552495/187239.99e-144.80e-12307
GO:000095618EsophagusESCCnuclear-transcribed mRNA catabolic process88/8552112/187239.41e-134.14e-1188
GO:000018414EsophagusESCCnuclear-transcribed mRNA catabolic process, nonsense-mediated decay32/855237/187232.96e-074.23e-0632
GO:00002913EsophagusESCCnuclear-transcribed mRNA catabolic process, exonucleolytic18/855219/187238.00e-067.78e-0518
GO:00344271EsophagusESCCnuclear-transcribed mRNA catabolic process, exonucleolytic, 3'-5'10/855211/187232.54e-031.08e-0210
GO:004427021LiverHCCcellular nitrogen compound catabolic process303/7958451/187239.76e-273.64e-24303
GO:004670021LiverHCCheterocycle catabolic process299/7958445/187232.07e-267.29e-24299
GO:190136121LiverHCCorganic cyclic compound catabolic process325/7958495/187236.52e-262.18e-23325
GO:001943921LiverHCCaromatic compound catabolic process309/7958467/187231.56e-254.94e-23309
GO:000640121LiverHCCRNA catabolic process201/7958278/187233.88e-241.02e-21201
GO:003465521LiverHCCnucleobase-containing compound catabolic process273/7958407/187234.84e-241.23e-21273
GO:000640221LiverHCCmRNA catabolic process169/7958232/187234.50e-216.96e-19169
GO:000095621LiverHCCnuclear-transcribed mRNA catabolic process84/7958112/187232.54e-121.18e-1084
GO:000018411LiverHCCnuclear-transcribed mRNA catabolic process, nonsense-mediated decay29/795837/187239.37e-061.09e-0429
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0301824EsophagusESCCRNA degradation62/420579/84651.18e-079.39e-074.81e-0762
hsa0301834EsophagusESCCRNA degradation62/420579/84651.18e-079.39e-074.81e-0762
hsa030182LiverHCCRNA degradation58/402079/84652.29e-062.19e-051.22e-0558
hsa030183LiverHCCRNA degradation58/402079/84652.29e-062.19e-051.22e-0558
hsa030189Oral cavityOSCCRNA degradation59/370479/84652.05e-081.91e-079.70e-0859
hsa0301814Oral cavityOSCCRNA degradation59/370479/84652.05e-081.91e-079.70e-0859
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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
SKIV2LSNVMissense_Mutationc.1364N>Tp.Ala455Valp.A455VQ15477protein_codingdeleterious(0)probably_damaging(1)TCGA-A8-A09Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SKIV2LSNVMissense_Mutationrs746481824c.58N>Tp.Arg20Trpp.R20WQ15477protein_codingdeleterious(0.01)benign(0.18)TCGA-AO-A0JC-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyfluorouracilSD
SKIV2LSNVMissense_Mutationnovelc.2267N>Cp.Arg756Prop.R756PQ15477protein_codingdeleterious(0)probably_damaging(0.973)TCGA-AR-A0TY-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificPaclitaxelPD
SKIV2LSNVMissense_Mutationrs746481824c.58C>Tp.Arg20Trpp.R20WQ15477protein_codingdeleterious(0.01)benign(0.18)TCGA-B6-A3ZX-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamidePD
SKIV2LSNVMissense_Mutationc.197N>Tp.Pro66Leup.P66LQ15477protein_codingtolerated(0.07)benign(0.17)TCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
SKIV2LSNVMissense_Mutationc.2332N>Cp.Asp778Hisp.D778HQ15477protein_codingtolerated(0.17)benign(0.157)TCGA-D8-A1XQ-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SKIV2LSNVMissense_Mutationrs375183559c.3623N>Ap.Arg1208Hisp.R1208HQ15477protein_codingdeleterious(0)possibly_damaging(0.757)TCGA-D8-A1XQ-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SKIV2LinsertionIn_Frame_Insnovelc.2269_2270insGCACATGCCACACAGGCCTGGCTAATTTTTTTTTTTTTTp.Val757delinsGlyThrCysHisThrGlyLeuAlaAsnPhePhePhePheLeup.V757delinsGTCHTGLANFFFFLQ15477protein_codingTCGA-AR-A0TY-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificPaclitaxelPD
SKIV2LdeletionFrame_Shift_Delnovelc.709delNp.Arg238GlufsTer23p.R238Efs*23Q15477protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
SKIV2LdeletionFrame_Shift_Delnovelc.2311delNp.Ser771LeufsTer19p.S771Lfs*19Q15477protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
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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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