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: ZFYVE19

Gene summary for ZFYVE19

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ZFYVE19

Gene ID

84936

Gene namezinc finger FYVE-type containing 19
Gene AliasANCHR
Cytomap15q15.1
Gene Typeprotein-coding
GO ID

GO:0000075

UniProtAcc

Q96K21


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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
84936ZFYVE19LZE4THumanEsophagusESCC1.98e-062.12e-010.0811
84936ZFYVE19LZE7THumanEsophagusESCC2.12e-072.71e-010.0667
84936ZFYVE19LZE8THumanEsophagusESCC1.05e-021.49e-010.067
84936ZFYVE19LZE20THumanEsophagusESCC7.24e-031.01e-010.0662
84936ZFYVE19LZE24THumanEsophagusESCC3.48e-061.62e-010.0596
84936ZFYVE19P1T-EHumanEsophagusESCC8.77e-073.52e-010.0875
84936ZFYVE19P2T-EHumanEsophagusESCC1.48e-051.26e-010.1177
84936ZFYVE19P4T-EHumanEsophagusESCC2.25e-112.68e-010.1323
84936ZFYVE19P5T-EHumanEsophagusESCC6.34e-071.65e-010.1327
84936ZFYVE19P8T-EHumanEsophagusESCC4.92e-253.77e-010.0889
84936ZFYVE19P9T-EHumanEsophagusESCC6.91e-072.36e-010.1131
84936ZFYVE19P10T-EHumanEsophagusESCC5.88e-172.63e-010.116
84936ZFYVE19P11T-EHumanEsophagusESCC4.30e-062.93e-010.1426
84936ZFYVE19P12T-EHumanEsophagusESCC5.69e-153.00e-010.1122
84936ZFYVE19P15T-EHumanEsophagusESCC9.91e-152.91e-010.1149
84936ZFYVE19P16T-EHumanEsophagusESCC4.03e-101.60e-010.1153
84936ZFYVE19P17T-EHumanEsophagusESCC2.45e-073.00e-010.1278
84936ZFYVE19P20T-EHumanEsophagusESCC9.26e-182.78e-010.1124
84936ZFYVE19P21T-EHumanEsophagusESCC4.22e-102.45e-010.1617
84936ZFYVE19P22T-EHumanEsophagusESCC1.73e-122.31e-010.1236
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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:004477216EsophagusESCCmitotic cell cycle phase transition281/8552424/187234.63e-184.45e-16281
GO:000734615EsophagusESCCregulation of mitotic cell cycle293/8552457/187238.00e-165.64e-14293
GO:190198713EsophagusESCCregulation of cell cycle phase transition242/8552390/187233.86e-111.26e-09242
GO:190199013EsophagusESCCregulation of mitotic cell cycle phase transition191/8552299/187231.35e-103.94e-09191
GO:00457865EsophagusESCCnegative regulation of cell cycle236/8552385/187233.62e-109.93e-09236
GO:00000754EsophagusESCCcell cycle checkpoint117/8552169/187234.47e-101.17e-08117
GO:00448394EsophagusESCCcell cycle G2/M phase transition103/8552148/187233.09e-096.67e-08103
GO:00000864EsophagusESCCG2/M transition of mitotic cell cycle96/8552137/187236.00e-091.23e-0796
GO:000091016EsophagusESCCcytokinesis115/8552173/187232.48e-084.68e-07115
GO:00070934EsophagusESCCmitotic cell cycle checkpoint90/8552129/187232.49e-084.69e-0790
GO:00109484EsophagusESCCnegative regulation of cell cycle process177/8552294/187233.26e-074.59e-06177
GO:19019883EsophagusESCCnegative regulation of cell cycle phase transition151/8552249/187231.28e-061.57e-05151
GO:004593013EsophagusESCCnegative regulation of mitotic cell cycle143/8552235/187231.84e-062.15e-05143
GO:190199113EsophagusESCCnegative regulation of mitotic cell cycle phase transition112/8552179/187233.69e-064.03e-05112
GO:00103891EsophagusESCCregulation of G2/M transition of mitotic cell cycle64/855294/187239.21e-068.82e-0564
GO:19027491EsophagusESCCregulation of cell cycle G2/M phase transition68/8552102/187231.48e-051.33e-0468
GO:00109721EsophagusESCCnegative regulation of G2/M transition of mitotic cell cycle41/855260/187233.25e-041.91e-0341
GO:19027501EsophagusESCCnegative regulation of cell cycle G2/M phase transition42/855262/187233.69e-042.14e-0342
GO:00324653EsophagusESCCregulation of cytokinesis57/855292/187231.20e-035.88e-0357
GO:00513025EsophagusESCCregulation of cell division97/8552177/187238.93e-033.12e-0297
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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
ZFYVE19SNVMissense_Mutationc.218N>Cp.Gly73Alap.G73AQ96K21protein_codingtolerated_low_confidence(0.45)benign(0.01)TCGA-AC-A23C-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapychemoCR
ZFYVE19SNVMissense_Mutationc.299G>Ap.Gly100Aspp.G100DQ96K21protein_codingdeleterious(0.01)probably_damaging(0.998)TCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ZFYVE19SNVMissense_Mutationc.89G>Tp.Gly30Valp.G30VQ96K21protein_codingdeleterious_low_confidence(0)benign(0.011)TCGA-BH-A1EY-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
ZFYVE19SNVMissense_Mutationc.1063G>Ap.Asp355Asnp.D355NQ96K21protein_codingtolerated(0.1)possibly_damaging(0.462)TCGA-EW-A1J5-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
ZFYVE19insertionNonsense_Mutationnovelc.1315_1316insCTCCAGGACTATCGCCTCCCAGACAGTGATGACGACGAGGAp.Leu439ProfsTer10p.L439Pfs*10Q96K21protein_codingTCGA-A8-A06P-01Breastbreast invasive carcinomaFemale<65III/IVUnspecificSD
ZFYVE19insertionFrame_Shift_Insnovelc.1097_1098insGATCAACGTTATAp.Val367IlefsTer11p.V367Ifs*11Q96K21protein_codingTCGA-A8-A07R-01Breastbreast invasive carcinomaFemale>=65III/IVAncillaryzoledronicSD
ZFYVE19insertionIn_Frame_Insnovelc.1099_1100insAGTTACCATp.Val367delinsGluLeuProPhep.V367delinsELPFQ96K21protein_codingTCGA-A8-A07R-01Breastbreast invasive carcinomaFemale>=65III/IVAncillaryzoledronicSD
ZFYVE19insertionFrame_Shift_Insnovelc.1088_1089insGGCCCAGGGAGCACTAATTp.Ile364AlafsTer16p.I364Afs*16Q96K21protein_codingTCGA-AN-A0FV-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ZFYVE19SNVMissense_Mutationnovelc.134G>Tp.Arg45Metp.R45MQ96K21protein_codingdeleterious_low_confidence(0.05)benign(0.113)TCGA-5M-AAT6-01Colorectumcolon adenocarcinomaFemale<65III/IVUnknownUnknownPD
ZFYVE19SNVMissense_Mutationnovelc.169N>Tp.Pro57Serp.P57SQ96K21protein_codingtolerated_low_confidence(0.65)benign(0.001)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=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
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