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: ANKRD1

Gene summary for ANKRD1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ANKRD1

Gene ID

27063

Gene nameankyrin repeat domain 1
Gene AliasALRP
Cytomap10q23.31
Gene Typeprotein-coding
GO ID

GO:0000122

UniProtAcc

Q15327


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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
27063ANKRD1HCC2HumanLiverHCC2.61e-106.28e+000.5341
27063ANKRD1Pt13.bHumanLiverHCC4.60e-124.61e-010.0251
27063ANKRD1S028HumanLiverHCC1.18e-088.34e-010.2503
27063ANKRD1S029HumanLiverHCC2.71e-056.83e-010.2581
27063ANKRD1ATC11HumanThyroidATC3.71e-052.00e+000.3386
27063ANKRD1ATC2HumanThyroidATC2.02e-162.27e+000.34
27063ANKRD1ATC3HumanThyroidATC4.34e-111.96e+000.338
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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:00431239ProstateBPHpositive regulation of I-kappaB kinase/NF-kappaB signaling54/3107186/187231.50e-051.92e-0454
GO:20000454ProstateBPHregulation of G1/S transition of mitotic cell cycle44/3107142/187231.55e-051.96e-0444
GO:00457878ProstateBPHpositive regulation of cell cycle81/3107313/187231.76e-052.18e-0481
GO:19019904ProstateBPHregulation of mitotic cell cycle phase transition77/3107299/187233.36e-053.77e-0477
GO:00426926ProstateBPHmuscle cell differentiation88/3107384/187237.59e-045.01e-0388
GO:19019894ProstateBPHpositive regulation of cell cycle phase transition33/3107115/187237.98e-045.23e-0333
GO:19019874ProstateBPHregulation of cell cycle phase transition89/3107390/187238.17e-045.34e-0389
GO:19019923ProstateBPHpositive regulation of mitotic cell cycle phase transition28/310793/187238.54e-045.53e-0328
GO:00900687ProstateBPHpositive regulation of cell cycle process58/3107236/187231.03e-036.46e-0358
GO:00622086ProstateBPHpositive regulation of pattern recognition receptor signaling pathway15/310744/187233.59e-031.83e-0215
GO:00985865ProstateBPHcellular response to virus23/310784/187238.59e-033.68e-0223
GO:19028081ProstateBPHpositive regulation of cell cycle G1/S phase transition17/310758/187231.11e-024.54e-0217
GO:003052217ProstateTumorintracellular receptor signaling pathway81/3246265/187237.65e-082.14e-0681
GO:000961514ProstateTumorresponse to virus101/3246367/187236.40e-071.32e-05101
GO:000724916ProstateTumorI-kappaB kinase/NF-kappaB signaling77/3246281/187231.55e-052.09e-0477
GO:000008212ProstateTumorG1/S transition of mitotic cell cycle62/3246214/187231.63e-052.18e-0462
GO:004312217ProstateTumorregulation of I-kappaB kinase/NF-kappaB signaling69/3246249/187232.83e-053.43e-0469
GO:004484312ProstateTumorcell cycle G1/S phase transition67/3246241/187233.28e-053.88e-0467
GO:000734613ProstateTumorregulation of mitotic cell cycle113/3246457/187233.37e-053.96e-04113
GO:004477214ProstateTumormitotic cell cycle phase transition106/3246424/187233.61e-054.21e-04106
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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
ANKRD1SNVMissense_Mutationc.941C>Gp.Ser314Cysp.S314CQ15327protein_codingdeleterious(0.03)possibly_damaging(0.533)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
ANKRD1SNVMissense_Mutationc.817A>Tp.Met273Leup.M273LQ15327protein_codingtolerated(1)benign(0)TCGA-AC-A2FB-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapytaxotereCR
ANKRD1SNVMissense_Mutationc.646N>Ap.Asp216Asnp.D216NQ15327protein_codingdeleterious(0)probably_damaging(0.923)TCGA-EK-A2H0-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ANKRD1SNVMissense_Mutationc.646G>Ap.Asp216Asnp.D216NQ15327protein_codingdeleterious(0)probably_damaging(0.923)TCGA-ZJ-A8QQ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
ANKRD1SNVMissense_Mutationnovelc.129N>Tp.Glu43Aspp.E43DQ15327protein_codingtolerated(0.74)benign(0)TCGA-A6-6141-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapy5-fuSD
ANKRD1SNVMissense_Mutationrs759544911c.796N>Gp.Lys266Glup.K266EQ15327protein_codingdeleterious(0.04)probably_damaging(0.958)TCGA-AA-3977-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
ANKRD1SNVMissense_Mutationc.646N>Tp.Asp216Tyrp.D216YQ15327protein_codingdeleterious(0)probably_damaging(0.986)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
ANKRD1SNVMissense_Mutationc.96N>Tp.Glu32Aspp.E32DQ15327protein_codingtolerated(0.09)benign(0.003)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
ANKRD1SNVMissense_Mutationrs730880050c.677N>Tp.Ala226Valp.A226VQ15327protein_codingdeleterious(0.01)probably_damaging(0.924)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
ANKRD1SNVMissense_Mutationc.115N>Gp.Leu39Valp.L39VQ15327protein_codingtolerated(0.27)benign(0.045)TCGA-F4-6854-01Colorectumcolon adenocarcinomaFemale>=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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