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: ANKZF1

Gene summary for ANKZF1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ANKZF1

Gene ID

55139

Gene nameankyrin repeat and zinc finger peptidyl tRNA hydrolase 1
Gene AliasVms1
Cytomap2q35
Gene Typeprotein-coding
GO ID

GO:0000302

UniProtAcc

A0A024R464


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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
55139ANKZF1LZE4THumanEsophagusESCC1.56e-101.97e-010.0811
55139ANKZF1LZE7THumanEsophagusESCC6.67e-041.77e-010.0667
55139ANKZF1LZE8THumanEsophagusESCC4.59e-031.46e-010.067
55139ANKZF1LZE20THumanEsophagusESCC2.93e-021.54e-010.0662
55139ANKZF1LZE22D1HumanEsophagusHGIN1.49e-042.02e-010.0595
55139ANKZF1LZE24THumanEsophagusESCC4.17e-092.50e-010.0596
55139ANKZF1LZE6THumanEsophagusESCC2.87e-031.18e-010.0845
55139ANKZF1P1T-EHumanEsophagusESCC3.61e-051.68e-010.0875
55139ANKZF1P2T-EHumanEsophagusESCC3.58e-122.12e-010.1177
55139ANKZF1P4T-EHumanEsophagusESCC2.77e-131.29e-010.1323
55139ANKZF1P5T-EHumanEsophagusESCC5.96e-112.01e-010.1327
55139ANKZF1P8T-EHumanEsophagusESCC1.53e-041.10e-010.0889
55139ANKZF1P9T-EHumanEsophagusESCC6.57e-081.08e-010.1131
55139ANKZF1P10T-EHumanEsophagusESCC1.55e-163.45e-010.116
55139ANKZF1P11T-EHumanEsophagusESCC7.25e-052.81e-010.1426
55139ANKZF1P12T-EHumanEsophagusESCC7.03e-192.92e-010.1122
55139ANKZF1P15T-EHumanEsophagusESCC4.29e-235.46e-010.1149
55139ANKZF1P16T-EHumanEsophagusESCC2.93e-093.12e-010.1153
55139ANKZF1P20T-EHumanEsophagusESCC1.24e-122.82e-010.1124
55139ANKZF1P21T-EHumanEsophagusESCC1.20e-153.17e-010.1617
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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
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:001049826EsophagusHGINproteasomal protein catabolic process139/2587490/187231.20e-173.41e-15139
GO:004316126EsophagusHGINproteasome-mediated ubiquitin-dependent protein catabolic process114/2587412/187237.00e-141.20e-11114
GO:003497625EsophagusHGINresponse to endoplasmic reticulum stress81/2587256/187231.47e-132.32e-1181
GO:000697927EsophagusHGINresponse to oxidative stress107/2587446/187233.91e-092.76e-07107
GO:006219727EsophagusHGINcellular response to chemical stress76/2587337/187238.00e-062.41e-0476
GO:003459926EsophagusHGINcellular response to oxidative stress65/2587288/187233.42e-058.66e-0465
GO:000030226EsophagusHGINresponse to reactive oxygen species52/2587222/187237.30e-051.66e-0352
GO:004254220EsophagusHGINresponse to hydrogen peroxide35/2587146/187236.58e-049.01e-0335
GO:00365036EsophagusHGINERAD pathway27/2587107/187231.15e-031.39e-0227
GO:00304335EsophagusHGINubiquitin-dependent ERAD pathway22/258785/187232.24e-032.31e-0222
GO:0010498111EsophagusESCCproteasomal protein catabolic process369/8552490/187231.13e-411.80e-38369
GO:0043161111EsophagusESCCproteasome-mediated ubiquitin-dependent protein catabolic process312/8552412/187233.53e-364.48e-33312
GO:0034976111EsophagusESCCresponse to endoplasmic reticulum stress192/8552256/187237.15e-221.30e-19192
GO:0006979111EsophagusESCCresponse to oxidative stress303/8552446/187237.15e-221.30e-19303
GO:0062197111EsophagusESCCcellular response to chemical stress234/8552337/187235.37e-195.97e-17234
GO:0034599111EsophagusESCCcellular response to oxidative stress197/8552288/187233.76e-152.15e-13197
GO:0000302111EsophagusESCCresponse to reactive oxygen species150/8552222/187233.06e-111.02e-09150
GO:003650315EsophagusESCCERAD pathway82/8552107/187235.80e-111.84e-0982
GO:003043314EsophagusESCCubiquitin-dependent ERAD pathway66/855285/187231.64e-093.78e-0866
GO:0042542111EsophagusESCCresponse to hydrogen peroxide102/8552146/187232.64e-095.81e-08102
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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
ANKZF1SNVMissense_Mutationrs750299159c.316G>Ap.Asp106Asnp.D106NQ9H8Y5protein_codingtolerated(0.21)benign(0)TCGA-D8-A1Y3-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydoxorubicine+cyclophosphamideSD
ANKZF1SNVMissense_Mutationnovelc.1330N>Gp.Lys444Glup.K444EQ9H8Y5protein_codingtolerated(0.16)benign(0.015)TCGA-E2-A56Z-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
ANKZF1SNVMissense_Mutationnovelc.1951N>Ap.Ala651Thrp.A651TQ9H8Y5protein_codingdeleterious(0)possibly_damaging(0.588)TCGA-E9-A54X-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ANKZF1insertionFrame_Shift_Insnovelc.1505_1506insTTGGCTTGCCTCCCCACACCCAGCCGCGGCGAp.Arg503TrpfsTer19p.R503Wfs*19Q9H8Y5protein_codingTCGA-A2-A04Y-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
ANKZF1insertionIn_Frame_Insnovelc.814_815insCCACTGAGGAGGACTTGCAGACACTGGp.Tyr272delinsSerThrGluGluAspLeuGlnThrLeuAspp.Y272delinsSTEEDLQTLDQ9H8Y5protein_codingTCGA-A2-A0CX-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
ANKZF1insertionNonsense_Mutationnovelc.532_533insTGGAATAAGCAAATAAATAAGGAAAAp.Tyr178LeufsTer3p.Y178Lfs*3Q9H8Y5protein_codingTCGA-A8-A07P-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapy5-fluorouracilSD
ANKZF1SNVMissense_Mutationrs750701800c.1770N>Cp.Lys590Asnp.K590NQ9H8Y5protein_codingdeleterious(0.02)possibly_damaging(0.551)TCGA-C5-A8XJ-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinSD
ANKZF1SNVMissense_Mutationc.1240N>Cp.Glu414Glnp.E414QQ9H8Y5protein_codingtolerated(0.19)benign(0.241)TCGA-DR-A0ZM-01Cervixcervical & endocervical cancerFemale<65III/IVUnspecificCisplatinSD
ANKZF1SNVMissense_Mutationrs768432915c.1849N>Tp.Arg617Trpp.R617WQ9H8Y5protein_codingdeleterious(0)probably_damaging(0.992)TCGA-AA-3672-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
ANKZF1SNVMissense_Mutationc.738N>Tp.Gln246Hisp.Q246HQ9H8Y5protein_codingdeleterious(0)probably_damaging(0.997)TCGA-AA-3715-01Colorectumcolon 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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