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: ANKRD26

Gene summary for ANKRD26

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ANKRD26

Gene ID

22852

Gene nameankyrin repeat domain 26
Gene AliasTHC2
Cytomap10p12.1
Gene Typeprotein-coding
GO ID

GO:0008150

UniProtAcc

Q9UPS8


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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
22852ANKRD26P27T-EHumanEsophagusESCC1.55e-305.93e-010.1055
22852ANKRD26P28T-EHumanEsophagusESCC1.15e-101.43e-010.1149
22852ANKRD26P30T-EHumanEsophagusESCC3.18e-125.05e-010.137
22852ANKRD26P31T-EHumanEsophagusESCC1.87e-203.91e-010.1251
22852ANKRD26P32T-EHumanEsophagusESCC1.05e-173.40e-010.1666
22852ANKRD26P36T-EHumanEsophagusESCC8.41e-082.92e-010.1187
22852ANKRD26P37T-EHumanEsophagusESCC8.87e-132.57e-010.1371
22852ANKRD26P39T-EHumanEsophagusESCC1.06e-041.00e-010.0894
22852ANKRD26P40T-EHumanEsophagusESCC6.33e-123.78e-010.109
22852ANKRD26P42T-EHumanEsophagusESCC1.87e-163.39e-010.1175
22852ANKRD26P44T-EHumanEsophagusESCC3.57e-071.61e-010.1096
22852ANKRD26P47T-EHumanEsophagusESCC4.18e-071.61e-010.1067
22852ANKRD26P48T-EHumanEsophagusESCC8.68e-091.58e-010.0959
22852ANKRD26P49T-EHumanEsophagusESCC3.99e-033.80e-010.1768
22852ANKRD26P52T-EHumanEsophagusESCC2.39e-162.47e-010.1555
22852ANKRD26P54T-EHumanEsophagusESCC1.88e-123.51e-010.0975
22852ANKRD26P56T-EHumanEsophagusESCC1.89e-037.14e-010.1613
22852ANKRD26P57T-EHumanEsophagusESCC5.16e-121.57e-010.0926
22852ANKRD26P61T-EHumanEsophagusESCC8.33e-377.96e-010.099
22852ANKRD26P62T-EHumanEsophagusESCC2.37e-041.10e-010.1302
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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:00454449EsophagusESCCfat cell differentiation135/8552229/187233.38e-052.78e-04135
GO:00455984EsophagusESCCregulation of fat cell differentiation79/8552139/187235.23e-031.97e-0279
GO:00454441LiverHCCfat cell differentiation120/7958229/187231.52e-038.05e-03120
GO:004544418ThyroidPTCfat cell differentiation102/5968229/187233.66e-053.40e-04102
GO:004559814ThyroidPTCregulation of fat cell differentiation59/5968139/187235.50e-032.50e-0259
GO:004544423ThyroidATCfat cell differentiation105/6293229/187237.42e-055.62e-04105
GO:004559822ThyroidATCregulation of fat cell differentiation61/6293139/187237.28e-032.86e-0261
GO:0045599ThyroidATCnegative regulation of fat cell differentiation28/629356/187238.12e-033.13e-0228
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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
ANKRD26SNVMissense_Mutationnovelc.3208N>Ap.Glu1070Lysp.E1070KQ9UPS8protein_codingdeleterious(0.02)possibly_damaging(0.636)TCGA-3C-AALI-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificPoly EComplete Response
ANKRD26SNVMissense_Mutationc.4859N>Tp.Asp1620Valp.D1620VQ9UPS8protein_codingtolerated(1)benign(0)TCGA-A1-A0SO-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapySD
ANKRD26SNVMissense_Mutationc.1591G>Cp.Glu531Glnp.E531QQ9UPS8protein_codingtolerated(0.1)benign(0.246)TCGA-A2-A0YK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
ANKRD26SNVMissense_Mutationrs750045401c.2485N>Ap.Val829Metp.V829MQ9UPS8protein_codingtolerated(0.68)benign(0.038)TCGA-A8-A08T-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
ANKRD26SNVMissense_Mutationc.3032N>Gp.Ser1011Cysp.S1011CQ9UPS8protein_codingdeleterious(0)benign(0.005)TCGA-A8-A094-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ANKRD26SNVMissense_Mutationc.292C>Gp.Leu98Valp.L98VQ9UPS8protein_codingtolerated(0.06)possibly_damaging(0.562)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
ANKRD26SNVMissense_Mutationc.3900N>Tp.Lys1300Asnp.K1300NQ9UPS8protein_codingtolerated(0.15)possibly_damaging(0.49)TCGA-AC-A8OP-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ANKRD26SNVMissense_Mutationnovelc.890N>Ap.Gly297Aspp.G297DQ9UPS8protein_codingtolerated(0.24)benign(0.009)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ANKRD26SNVMissense_Mutationc.3488C>Tp.Thr1163Ilep.T1163IQ9UPS8protein_codingtolerated(0.08)possibly_damaging(0.901)TCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ANKRD26SNVMissense_Mutationc.4876A>Gp.Ile1626Valp.I1626VQ9UPS8protein_codingtolerated(0.57)benign(0.058)TCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
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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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