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: ANKRD28

Gene summary for ANKRD28

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ANKRD28

Gene ID

23243

Gene nameankyrin repeat domain 28
Gene AliasCFAP79
Cytomap3p25.1
Gene Typeprotein-coding
GO ID

GO:0005575

UniProtAcc

O15084


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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
23243ANKRD28CCI_2HumanCervixCC1.23e-091.15e+000.5249
23243ANKRD28CCI_3HumanCervixCC9.32e-067.49e-010.516
23243ANKRD28TumorHumanCervixCC8.02e-04-2.80e-010.1241
23243ANKRD28sample3HumanCervixCC3.48e-02-2.45e-010.1387
23243ANKRD28HTA11_3410_2000001011HumanColorectumAD4.20e-28-7.52e-010.0155
23243ANKRD28HTA11_2487_2000001011HumanColorectumSER1.02e-08-6.42e-01-0.1808
23243ANKRD28HTA11_2951_2000001011HumanColorectumAD2.18e-03-7.70e-010.0216
23243ANKRD28HTA11_1938_2000001011HumanColorectumAD7.30e-05-4.32e-01-0.0811
23243ANKRD28HTA11_2112_2000001011HumanColorectumSER3.19e-02-6.84e-01-0.2196
23243ANKRD28HTA11_3361_2000001011HumanColorectumAD1.99e-09-6.92e-01-0.1207
23243ANKRD28HTA11_83_2000001011HumanColorectumSER7.76e-03-5.00e-01-0.1526
23243ANKRD28HTA11_696_2000001011HumanColorectumAD2.16e-25-5.64e-01-0.1464
23243ANKRD28HTA11_866_2000001011HumanColorectumAD3.01e-14-4.87e-01-0.1001
23243ANKRD28HTA11_5212_2000001011HumanColorectumAD1.03e-05-7.62e-01-0.2061
23243ANKRD28HTA11_5216_2000001011HumanColorectumSER2.28e-04-7.99e-01-0.1462
23243ANKRD28HTA11_7862_2000001011HumanColorectumAD2.21e-05-6.66e-01-0.0179
23243ANKRD28HTA11_866_3004761011HumanColorectumAD1.77e-21-7.49e-010.096
23243ANKRD28HTA11_4255_2000001011HumanColorectumSER8.14e-04-7.13e-010.0446
23243ANKRD28HTA11_7663_2000001011HumanColorectumSER1.34e-02-5.67e-010.0131
23243ANKRD28HTA11_10623_2000001011HumanColorectumAD4.78e-02-5.68e-01-0.0177
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid Cancer
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
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
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
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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
ANKRD28SNVMissense_Mutationc.2600N>Ap.Gly867Glup.G867EO15084protein_codingdeleterious(0)probably_damaging(0.998)TCGA-A2-A0CX-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
ANKRD28SNVMissense_Mutationc.1851G>Cp.Lys617Asnp.K617NO15084protein_codingtolerated(0.09)benign(0.098)TCGA-A2-A0EQ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
ANKRD28SNVMissense_Mutationc.1156G>Ap.Asp386Asnp.D386NO15084protein_codingtolerated(0.1)possibly_damaging(0.6)TCGA-A8-A09D-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinCR
ANKRD28SNVMissense_Mutationrs750409900c.664G>Cp.Val222Leup.V222LO15084protein_codingdeleterious(0.04)benign(0.012)TCGA-A8-A09M-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapypaclitaxelCR
ANKRD28SNVMissense_Mutationc.691N>Cp.Asp231Hisp.D231HO15084protein_codingdeleterious(0.04)benign(0.141)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
ANKRD28SNVMissense_Mutationrs759982054c.64N>Ap.Asp22Asnp.D22NO15084protein_codingdeleterious(0.01)possibly_damaging(0.821)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
ANKRD28SNVMissense_Mutationnovelc.2929N>Cp.Ala977Prop.A977PO15084protein_codingdeleterious(0.01)probably_damaging(0.99)TCGA-AR-A0U0-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ANKRD28SNVMissense_Mutationnovelc.1450N>Tp.Asp484Tyrp.D484YO15084protein_codingtolerated(0.34)benign(0.055)TCGA-BH-A0B6-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ANKRD28SNVMissense_Mutationc.3037G>Ap.Glu1013Lysp.E1013KO15084protein_codingtolerated(0.81)benign(0.005)TCGA-C8-A26Y-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ANKRD28SNVMissense_Mutationc.3041N>Tp.Ala1014Valp.A1014VO15084protein_codingdeleterious(0.02)benign(0.007)TCGA-D8-A1XK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicine+cyclophosphamideSD
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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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