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: YIPF5

Gene summary for YIPF5

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

YIPF5

Gene ID

81555

Gene nameYip1 domain family member 5
Gene AliasFinGER5
Cytomap5q31.3
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

Q969M3


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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
81555YIPF5LZE4THumanEsophagusESCC2.50e-143.51e-010.0811
81555YIPF5LZE7THumanEsophagusESCC6.21e-053.14e-010.0667
81555YIPF5LZE8THumanEsophagusESCC1.46e-029.62e-020.067
81555YIPF5LZE20THumanEsophagusESCC1.61e-112.98e-010.0662
81555YIPF5LZE22THumanEsophagusESCC1.11e-044.60e-010.068
81555YIPF5LZE24THumanEsophagusESCC6.57e-286.90e-010.0596
81555YIPF5LZE6THumanEsophagusESCC2.41e-065.37e-010.0845
81555YIPF5P1T-EHumanEsophagusESCC1.96e-053.93e-010.0875
81555YIPF5P2T-EHumanEsophagusESCC2.72e-325.67e-010.1177
81555YIPF5P4T-EHumanEsophagusESCC1.40e-245.25e-010.1323
81555YIPF5P5T-EHumanEsophagusESCC1.75e-275.99e-010.1327
81555YIPF5P8T-EHumanEsophagusESCC4.83e-173.89e-010.0889
81555YIPF5P9T-EHumanEsophagusESCC4.84e-163.89e-010.1131
81555YIPF5P10T-EHumanEsophagusESCC2.10e-315.15e-010.116
81555YIPF5P11T-EHumanEsophagusESCC1.24e-261.26e+000.1426
81555YIPF5P12T-EHumanEsophagusESCC7.40e-357.04e-010.1122
81555YIPF5P15T-EHumanEsophagusESCC3.73e-194.48e-010.1149
81555YIPF5P16T-EHumanEsophagusESCC1.02e-244.36e-010.1153
81555YIPF5P17T-EHumanEsophagusESCC1.88e-113.35e-010.1278
81555YIPF5P19T-EHumanEsophagusESCC1.63e-086.65e-010.1662
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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
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:004819318EsophagusESCCGolgi vesicle transport231/8552296/187231.82e-309.63e-28231
GO:003238618EsophagusESCCregulation of intracellular transport243/8552337/187233.20e-237.25e-21243
GO:001605014EsophagusESCCvesicle organization211/8552300/187232.85e-182.87e-16211
GO:000688815EsophagusESCCendoplasmic reticulum to Golgi vesicle-mediated transport102/8552130/187231.73e-149.22e-13102
GO:00482844EsophagusESCCorganelle fusion94/8552141/187233.72e-075.16e-0694
GO:00070308EsophagusESCCGolgi organization101/8552157/187231.78e-062.10e-05101
GO:00901743EsophagusESCCorganelle membrane fusion73/8552110/187239.29e-068.88e-0573
GO:00069063EsophagusESCCvesicle fusion70/8552106/187231.82e-051.60e-0470
GO:00610254EsophagusESCCmembrane fusion98/8552163/187231.39e-049.41e-0498
GO:00482803EsophagusESCCvesicle fusion with Golgi apparatus9/855210/187235.09e-031.92e-029
GO:00606281EsophagusESCCregulation of ER to Golgi vesicle-mediated transport12/855215/187237.31e-032.63e-0212
GO:004819311LiverCirrhoticGolgi vesicle transport153/4634296/187231.02e-236.43e-21153
GO:000688811LiverCirrhoticendoplasmic reticulum to Golgi vesicle-mediated transport77/4634130/187235.78e-177.56e-1577
GO:003238611LiverCirrhoticregulation of intracellular transport147/4634337/187231.84e-141.72e-12147
GO:001605011LiverCirrhoticvesicle organization133/4634300/187237.35e-146.41e-12133
GO:00070301LiverCirrhoticGolgi organization68/4634157/187232.57e-076.41e-0668
GO:0048280LiverCirrhoticvesicle fusion with Golgi apparatus8/463410/187233.84e-043.19e-038
GO:00482842LiverCirrhoticorganelle fusion52/4634141/187238.77e-046.31e-0352
GO:0006906LiverCirrhoticvesicle fusion40/4634106/187232.01e-031.24e-0240
GO:0090174LiverCirrhoticorganelle membrane fusion40/4634110/187234.32e-032.29e-0240
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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
YIPF5insertionFrame_Shift_Insnovelc.319dupAp.Thr107AsnfsTer18p.T107Nfs*18Q969M3protein_codingTCGA-EK-A2H0-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
YIPF5insertionFrame_Shift_Insnovelc.319_320insAp.Thr107AsnfsTer18p.T107Nfs*18Q969M3protein_codingTCGA-ZJ-A8QQ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
YIPF5SNVMissense_Mutationc.319N>Gp.Thr107Alap.T107AQ969M3protein_codingdeleterious(0)possibly_damaging(0.579)TCGA-A6-6780-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
YIPF5SNVMissense_Mutationc.386G>Ap.Gly129Aspp.G129DQ969M3protein_codingdeleterious(0)probably_damaging(1)TCGA-AA-3864-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
YIPF5SNVMissense_Mutationrs765875592c.134N>Tp.Ser45Leup.S45LQ969M3protein_codingtolerated(0.42)benign(0.031)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
YIPF5SNVMissense_Mutationnovelc.4N>Cp.Ser2Prop.S2PQ969M3protein_codingdeleterious_low_confidence(0.01)probably_damaging(0.969)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
YIPF5SNVMissense_Mutationnovelc.285G>Cp.Glu95Aspp.E95DQ969M3protein_codingtolerated(0.06)possibly_damaging(0.788)TCGA-AP-A0LM-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
YIPF5SNVMissense_Mutationc.764N>Tp.Ser255Phep.S255FQ969M3protein_codingdeleterious(0)possibly_damaging(0.629)TCGA-AP-A1DV-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
YIPF5SNVMissense_Mutationc.149N>Gp.Phe50Cysp.F50CQ969M3protein_codingtolerated(0.05)benign(0.379)TCGA-B5-A11E-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
YIPF5SNVMissense_Mutationnovelc.115T>Cp.Tyr39Hisp.Y39HQ969M3protein_codingtolerated(0.53)benign(0.192)TCGA-B5-A3FA-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
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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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