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: ANKFY1

Gene summary for ANKFY1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ANKFY1

Gene ID

51479

Gene nameankyrin repeat and FYVE domain containing 1
Gene AliasANKHZN
Cytomap17p13.2
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

Q9P2R3


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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
51479ANKFY1P26T-EHumanEsophagusESCC5.58e-081.24e-010.1276
51479ANKFY1P27T-EHumanEsophagusESCC1.06e-202.75e-010.1055
51479ANKFY1P28T-EHumanEsophagusESCC1.49e-112.38e-010.1149
51479ANKFY1P30T-EHumanEsophagusESCC2.68e-113.83e-010.137
51479ANKFY1P31T-EHumanEsophagusESCC1.10e-173.35e-010.1251
51479ANKFY1P32T-EHumanEsophagusESCC9.82e-102.25e-010.1666
51479ANKFY1P36T-EHumanEsophagusESCC4.32e-184.45e-010.1187
51479ANKFY1P37T-EHumanEsophagusESCC4.51e-233.34e-010.1371
51479ANKFY1P38T-EHumanEsophagusESCC7.21e-038.58e-020.127
51479ANKFY1P39T-EHumanEsophagusESCC1.20e-171.61e-010.0894
51479ANKFY1P40T-EHumanEsophagusESCC4.20e-052.08e-010.109
51479ANKFY1P42T-EHumanEsophagusESCC3.26e-223.21e-010.1175
51479ANKFY1P44T-EHumanEsophagusESCC1.72e-061.96e-010.1096
51479ANKFY1P47T-EHumanEsophagusESCC1.58e-091.79e-010.1067
51479ANKFY1P48T-EHumanEsophagusESCC2.00e-101.89e-010.0959
51479ANKFY1P49T-EHumanEsophagusESCC3.54e-066.53e-010.1768
51479ANKFY1P52T-EHumanEsophagusESCC2.34e-162.19e-010.1555
51479ANKFY1P54T-EHumanEsophagusESCC1.17e-222.97e-010.0975
51479ANKFY1P57T-EHumanEsophagusESCC2.83e-141.81e-010.0926
51479ANKFY1P61T-EHumanEsophagusESCC6.18e-173.03e-010.099
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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
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
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
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:001605014EsophagusESCCvesicle organization211/8552300/187232.85e-182.87e-16211
GO:001619715EsophagusESCCendosomal transport168/8552230/187232.28e-171.93e-15168
GO:000703417EsophagusESCCvacuolar transport119/8552157/187231.16e-146.30e-13119
GO:001648210EsophagusESCCcytosolic transport124/8552168/187239.69e-144.69e-12124
GO:000689215EsophagusESCCpost-Golgi vesicle-mediated transport82/8552104/187234.00e-121.55e-1082
GO:00070419EsophagusESCClysosomal transport83/8552114/187233.52e-097.41e-0883
GO:003010018EsophagusESCCregulation of endocytosis135/8552211/187235.75e-081.02e-06135
GO:00482844EsophagusESCCorganelle fusion94/8552141/187233.72e-075.16e-0694
GO:004580718EsophagusESCCpositive regulation of endocytosis69/8552100/187231.97e-062.29e-0569
GO:00421477EsophagusESCCretrograde transport, endosome to Golgi63/855291/187234.58e-064.87e-0563
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:00485483EsophagusESCCregulation of pinocytosis11/855212/187231.26e-036.06e-0311
GO:00068963EsophagusESCCGolgi to vacuole transport16/855220/187231.85e-038.40e-0316
GO:00069073EsophagusESCCpinocytosis16/855222/187239.46e-033.28e-0216
GO:004819315Oral cavityOSCCGolgi vesicle transport209/7305296/187231.39e-286.30e-26209
GO:00160508Oral cavityOSCCvesicle organization189/7305300/187232.40e-172.14e-15189
GO:00161979Oral cavityOSCCendosomal transport141/7305230/187235.40e-122.06e-10141
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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
ANKFY1SNVMissense_Mutationc.470T>Cp.Met157Thrp.M157TQ9P2R3protein_codingtolerated(0.41)benign(0.023)TCGA-A2-A0D2-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
ANKFY1SNVMissense_Mutationc.793N>Tp.His265Tyrp.H265YQ9P2R3protein_codingdeleterious(0)benign(0.421)TCGA-A8-A08R-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ANKFY1SNVMissense_Mutationrs768383868c.923G>Ap.Arg308Glnp.R308QQ9P2R3protein_codingtolerated(0.58)benign(0.003)TCGA-A8-A0A7-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ANKFY1SNVMissense_Mutationnovelc.1851N>Ap.Asn617Lysp.N617KQ9P2R3protein_codingtolerated(0.27)benign(0.124)TCGA-AC-A3W6-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
ANKFY1SNVMissense_Mutationrs745379002c.712N>Ap.Asp238Asnp.D238NQ9P2R3protein_codingtolerated(0.08)benign(0.311)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ANKFY1SNVMissense_Mutationc.2159G>Cp.Gly720Alap.G720AQ9P2R3protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AN-A0AJ-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ANKFY1insertionNonsense_Mutationnovelc.2211_2212insGCTGCCTGAGCTCCTGTAGTCACGp.Ala737_Leu738insAlaAlaTerAlaProValValThrp.A737_L738insAA*APVVTQ9P2R3protein_codingTCGA-A2-A0CP-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
ANKFY1insertionNonsense_Mutationnovelc.2161_2162insTCTTGGCATGCCAGTAGCCGGCTTGACTTTCACAGTTAAGGTTATCAp.Ala721ValfsTer6p.A721Vfs*6Q9P2R3protein_codingTCGA-A8-A07J-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
ANKFY1insertionNonsense_Mutationnovelc.915_916insACGTAGACATCAAAGAGAGAATCTAp.Leu306ThrfsTer2p.L306Tfs*2Q9P2R3protein_codingTCGA-AN-A0AS-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
ANKFY1insertionFrame_Shift_Insnovelc.3043_3044insTTTATCCACCATCACAGAGTTCAGAAAATTCTp.Asn1015IlefsTer31p.N1015Ifs*31Q9P2R3protein_codingTCGA-BH-A0H7-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapydoxorubicinSD
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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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