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: ANKRD27

Gene summary for ANKRD27

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ANKRD27

Gene ID

84079

Gene nameankyrin repeat domain 27
Gene AliasPP12899
Cytomap19q13.11
Gene Typeprotein-coding
GO ID

GO:0000902

UniProtAcc

Q96NW4


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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
84079ANKRD27LZE2THumanEsophagusESCC4.79e-023.72e-010.082
84079ANKRD27LZE4THumanEsophagusESCC6.83e-083.46e-010.0811
84079ANKRD27LZE5THumanEsophagusESCC6.89e-032.08e-010.0514
84079ANKRD27LZE7THumanEsophagusESCC2.61e-083.88e-010.0667
84079ANKRD27LZE24THumanEsophagusESCC4.74e-113.24e-010.0596
84079ANKRD27P1T-EHumanEsophagusESCC3.32e-032.16e-010.0875
84079ANKRD27P2T-EHumanEsophagusESCC1.33e-101.05e-010.1177
84079ANKRD27P4T-EHumanEsophagusESCC3.81e-061.79e-010.1323
84079ANKRD27P5T-EHumanEsophagusESCC2.75e-101.79e-010.1327
84079ANKRD27P8T-EHumanEsophagusESCC1.06e-264.28e-010.0889
84079ANKRD27P9T-EHumanEsophagusESCC4.33e-153.87e-010.1131
84079ANKRD27P10T-EHumanEsophagusESCC1.52e-212.82e-010.116
84079ANKRD27P11T-EHumanEsophagusESCC1.14e-093.46e-010.1426
84079ANKRD27P12T-EHumanEsophagusESCC2.09e-122.63e-010.1122
84079ANKRD27P15T-EHumanEsophagusESCC5.18e-153.57e-010.1149
84079ANKRD27P16T-EHumanEsophagusESCC2.83e-121.24e-010.1153
84079ANKRD27P17T-EHumanEsophagusESCC6.20e-053.58e-010.1278
84079ANKRD27P20T-EHumanEsophagusESCC8.54e-133.15e-010.1124
84079ANKRD27P21T-EHumanEsophagusESCC2.90e-061.47e-010.1617
84079ANKRD27P22T-EHumanEsophagusESCC5.85e-141.87e-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
∗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:001605014EsophagusESCCvesicle organization211/8552300/187232.85e-182.87e-16211
GO:001619715EsophagusESCCendosomal transport168/8552230/187232.28e-171.93e-15168
GO:0043254111EsophagusESCCregulation of protein-containing complex assembly278/8552428/187233.81e-162.77e-14278
GO:001648210EsophagusESCCcytosolic transport124/8552168/187239.69e-144.69e-12124
GO:009887615EsophagusESCCvesicle-mediated transport to the plasma membrane99/8552136/187231.13e-103.39e-0999
GO:0010639110EsophagusESCCnegative regulation of organelle organization215/8552348/187238.20e-102.01e-08215
GO:00989278EsophagusESCCvesicle-mediated transport between endosomal compartments36/855243/187232.90e-074.20e-0636
GO:00482844EsophagusESCCorganelle fusion94/8552141/187233.72e-075.16e-0694
GO:00450226EsophagusESCCearly endosome to late endosome transport33/855240/187231.80e-062.11e-0533
GO:002260420EsophagusESCCregulation of cell morphogenesis180/8552309/187235.19e-065.45e-05180
GO:00901743EsophagusESCCorganelle membrane fusion73/8552110/187239.29e-068.88e-0573
GO:00330593EsophagusESCCcellular pigmentation40/855253/187239.67e-069.21e-0540
GO:003134616EsophagusESCCpositive regulation of cell projection organization201/8552353/187231.19e-051.11e-04201
GO:001072010EsophagusESCCpositive regulation of cell development172/8552298/187231.74e-051.55e-04172
GO:00069063EsophagusESCCvesicle fusion70/8552106/187231.82e-051.60e-0470
GO:00324565EsophagusESCCendocytic recycling51/855273/187232.47e-052.10e-0451
GO:005076710EsophagusESCCregulation of neurogenesis203/8552364/187236.10e-054.68e-04203
GO:00507697EsophagusESCCpositive regulation of neurogenesis131/8552225/187239.71e-056.90e-04131
GO:00610254EsophagusESCCmembrane fusion98/8552163/187231.39e-049.41e-0498
GO:0031333110EsophagusESCCnegative regulation of protein-containing complex assembly86/8552141/187231.74e-041.14e-0386
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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
ANKRD27SNVMissense_Mutationnovelc.1898N>Tp.Gln633Leup.Q633LQ96NW4protein_codingtolerated(0.52)benign(0)TCGA-3C-AALI-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificPoly EComplete Response
ANKRD27SNVMissense_Mutationnovelc.615N>Tp.Met205Ilep.M205IQ96NW4protein_codingtolerated(0.05)probably_damaging(0.987)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ANKRD27SNVMissense_Mutationrs766519033c.482N>Ap.Arg161Glnp.R161QQ96NW4protein_codingtolerated(0.22)benign(0.033)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ANKRD27SNVMissense_Mutationnovelc.2306A>Gp.Asn769Serp.N769SQ96NW4protein_codingtolerated(0.61)benign(0.003)TCGA-B6-A0I1-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
ANKRD27SNVMissense_Mutationc.2722G>Ap.Glu908Lysp.E908KQ96NW4protein_codingdeleterious(0.04)benign(0.197)TCGA-GM-A2D9-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
ANKRD27insertionFrame_Shift_Insnovelc.375_376insATGGGAGGATCTCTTGAGGCTGGGAGTTCAAGACCAGCCTGGGTAAp.Pro126MetfsTer29p.P126Mfs*29Q96NW4protein_codingTCGA-A2-A0D1-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapytaxotereSD
ANKRD27insertionFrame_Shift_Insnovelc.512_513insAp.Arg172ProfsTer48p.R172Pfs*48Q96NW4protein_codingTCGA-A2-A0EM-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
ANKRD27insertionFrame_Shift_Insnovelc.511_512insAAGTGGTAAAGTCATGGGGAAGTATAACAATGAGTATTATp.Leu171GlnfsTer62p.L171Qfs*62Q96NW4protein_codingTCGA-A2-A0EM-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
ANKRD27insertionNonsense_Mutationnovelc.1129_1130insAGCAAGACCTTGTTTCTAAAAAAAp.Phe377delinsTerp.F377delins*Q96NW4protein_codingTCGA-AO-A0JB-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamideSD
ANKRD27insertionFrame_Shift_Insnovelc.1127_1128insCAACp.Phe377AsnfsTer9p.F377Nfs*9Q96NW4protein_codingTCGA-AO-A0JB-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamideSD
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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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