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: ANKRD65

Gene summary for ANKRD65

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ANKRD65

Gene ID

441869

Gene nameankyrin repeat domain 65
Gene AliasANKRD65
Cytomap1p36.33
Gene Typeprotein-coding
GO ID

NA

UniProtAcc

E5RJM6


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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
441869ANKRD65LZE4THumanEsophagusESCC4.94e-041.98e-010.0811
441869ANKRD65LZE7THumanEsophagusESCC2.56e-096.09e-010.0667
441869ANKRD65LZE8THumanEsophagusESCC1.46e-093.42e-010.067
441869ANKRD65LZE22D1HumanEsophagusHGIN2.89e-021.58e-010.0595
441869ANKRD65LZE22THumanEsophagusESCC5.70e-033.65e-010.068
441869ANKRD65P1T-EHumanEsophagusESCC1.80e-062.71e-010.0875
441869ANKRD65P2T-EHumanEsophagusESCC3.62e-377.28e-010.1177
441869ANKRD65P4T-EHumanEsophagusESCC7.02e-173.85e-010.1323
441869ANKRD65P5T-EHumanEsophagusESCC7.90e-112.69e-010.1327
441869ANKRD65P8T-EHumanEsophagusESCC1.46e-701.22e+000.0889
441869ANKRD65P9T-EHumanEsophagusESCC3.63e-122.29e-010.1131
441869ANKRD65P10T-EHumanEsophagusESCC1.11e-092.20e-010.116
441869ANKRD65P11T-EHumanEsophagusESCC2.63e-052.13e-010.1426
441869ANKRD65P12T-EHumanEsophagusESCC1.29e-092.23e-010.1122
441869ANKRD65P15T-EHumanEsophagusESCC4.03e-123.07e-010.1149
441869ANKRD65P16T-EHumanEsophagusESCC9.26e-172.90e-010.1153
441869ANKRD65P20T-EHumanEsophagusESCC1.76e-091.90e-010.1124
441869ANKRD65P22T-EHumanEsophagusESCC9.26e-173.40e-010.1236
441869ANKRD65P23T-EHumanEsophagusESCC4.78e-072.32e-010.108
441869ANKRD65P24T-EHumanEsophagusESCC4.56e-051.28e-010.1287
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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
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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
ANKRD65SNVMissense_Mutationrs751226837c.931C>Tp.Arg311Trpp.R311WE5RJM6protein_codingtolerated(0.15)benign(0.073)TCGA-AC-A3W7-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyfemaraSD
ANKRD65SNVMissense_Mutationnovelc.1004N>Ap.Arg335Glnp.R335QE5RJM6protein_codingtolerated(0.25)benign(0.003)TCGA-LP-A4AV-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
ANKRD65SNVMissense_Mutationnovelc.100N>Ap.Glu34Lysp.E34KE5RJM6protein_codingtolerated(0.12)benign(0.086)TCGA-VS-A8EL-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ANKRD65SNVMissense_Mutationnovelc.1008G>Tp.Lys336Asnp.K336NE5RJM6protein_codingdeleterious(0.01)benign(0.165)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
ANKRD65SNVMissense_Mutationc.981N>Tp.Gln327Hisp.Q327HE5RJM6protein_codingtolerated(0.1)benign(0.001)TCGA-AD-6889-01Colorectumcolon adenocarcinomaMale>=65I/IIChemotherapyxelodaPD
ANKRD65SNVMissense_Mutationc.890N>Tp.Ala297Valp.A297VE5RJM6protein_codingtolerated(0.06)possibly_damaging(0.88)TCGA-G4-6302-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
ANKRD65SNVMissense_Mutationrs185838741c.1142C>Tp.Ala381Valp.A381VE5RJM6protein_codingtolerated(0.68)benign(0)TCGA-G4-6304-01Colorectumcolon adenocarcinomaFemale>=65I/IIChemotherapyfluorouracilPD
ANKRD65SNVMissense_Mutationnovelc.1036N>Tp.Gly346Trpp.G346WE5RJM6protein_codingdeleterious(0)possibly_damaging(0.875)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
ANKRD65SNVMissense_Mutationc.776G>Tp.Gly259Valp.G259VE5RJM6protein_codingdeleterious(0)possibly_damaging(0.643)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
ANKRD65SNVMissense_Mutationnovelc.775G>Ap.Gly259Argp.G259RE5RJM6protein_codingdeleterious(0.02)benign(0.144)TCGA-A5-A1OF-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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