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: THADA

Gene summary for THADA

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

THADA

Gene ID

63892

Gene nameTHADA armadillo repeat containing
Gene AliasARMC13
Cytomap2p21
Gene Typeprotein-coding
GO ID

GO:0001510

UniProtAcc

Q6YHU6


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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
63892THADACCI_1HumanCervixCC1.22e-087.48e-010.528
63892THADACCI_2HumanCervixCC2.37e-109.42e-010.5249
63892THADACCI_3HumanCervixCC2.80e-138.66e-010.516
63892THADAAEH-subject1HumanEndometriumAEH2.67e-093.69e-01-0.3059
63892THADAAEH-subject3HumanEndometriumAEH9.95e-083.18e-01-0.2576
63892THADAAEH-subject4HumanEndometriumAEH6.85e-053.37e-01-0.2657
63892THADAAEH-subject5HumanEndometriumAEH1.48e-073.49e-01-0.2953
63892THADAEEC-subject1HumanEndometriumEEC3.65e-042.91e-01-0.2682
63892THADAEEC-subject2HumanEndometriumEEC6.62e-083.46e-01-0.2607
63892THADAEEC-subject4HumanEndometriumEEC7.62e-042.33e-01-0.2571
63892THADAGSM6177620_NYU_UCEC1_lib3_lib3HumanEndometriumEEC8.53e-032.51e-02-0.1883
63892THADAGSM6177622_NYU_UCEC3_lib1_lib1HumanEndometriumEEC5.45e-06-5.12e-02-0.1917
63892THADAGSM6177622_NYU_UCEC3_lib2_lib2HumanEndometriumEEC1.75e-02-4.09e-02-0.1916
63892THADANAFLD1HumanLiverNAFLD5.27e-107.79e-01-0.04
63892THADAHCC1_MengHumanLiverHCC3.34e-38-1.99e-020.0246
63892THADAHCC2_MengHumanLiverHCC4.45e-08-1.58e-020.0107
63892THADAHCC2HumanLiverHCC3.11e-022.35e+000.5341
63892THADAS014HumanLiverHCC4.65e-032.37e-010.2254
63892THADAS015HumanLiverHCC1.35e-043.89e-010.2375
63892THADAS016HumanLiverHCC3.98e-043.22e-010.2243
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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
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
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
∗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:00324698CervixCCendoplasmic reticulum calcium ion homeostasis10/231125/187234.52e-044.49e-0310
GO:00324699EndometriumAEHendoplasmic reticulum calcium ion homeostasis11/210025/187233.42e-056.06e-0411
GO:00510515EndometriumAEHnegative regulation of transport79/2100470/187231.51e-041.99e-0379
GO:00109597EndometriumAEHregulation of metal ion transport66/2100406/187231.24e-031.07e-0266
GO:00344707EndometriumAEHncRNA processing62/2100395/187233.93e-032.65e-0262
GO:0034766EndometriumAEHnegative regulation of ion transmembrane transport22/2100109/187234.39e-032.89e-0222
GO:0043271EndometriumAEHnegative regulation of ion transport29/2100160/187236.16e-033.70e-0229
GO:00228986EndometriumAEHregulation of transmembrane transporter activity45/2100278/187237.34e-034.18e-0245
GO:0034763EndometriumAEHnegative regulation of transmembrane transport26/2100143/187238.78e-034.78e-0226
GO:1904063EndometriumAEHnegative regulation of cation transmembrane transport20/2100102/187238.88e-034.82e-0220
GO:19040623EndometriumAEHregulation of cation transmembrane transport55/2100357/187239.18e-034.96e-0255
GO:003246915EndometriumEECendoplasmic reticulum calcium ion homeostasis12/216825/187236.86e-061.61e-0412
GO:005105111EndometriumEECnegative regulation of transport80/2168470/187232.53e-042.93e-0380
GO:001095914EndometriumEECregulation of metal ion transport70/2168406/187234.12e-044.35e-0370
GO:003447012EndometriumEECncRNA processing63/2168395/187235.20e-033.26e-0263
GO:00347661EndometriumEECnegative regulation of ion transmembrane transport22/2168109/187236.39e-033.76e-0222
GO:00550883LiverNAFLDlipid homeostasis44/1882167/187231.48e-092.54e-0744
GO:19908452LiverNAFLDadaptive thermogenesis28/1882157/187231.91e-031.93e-0228
GO:00344704LiverNAFLDncRNA processing57/1882395/187233.34e-032.93e-0257
GO:0043414LiverNAFLDmacromolecule methylation47/1882316/187234.08e-033.41e-0247
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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
THADASNVMissense_Mutationc.773N>Gp.Phe258Cysp.F258CQ6YHU6protein_codingdeleterious(0)possibly_damaging(0.781)TCGA-A2-A0YG-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycytoxanSD
THADASNVMissense_Mutationc.5148N>Ap.Asn1716Lysp.N1716KQ6YHU6protein_codingdeleterious(0.01)benign(0.141)TCGA-A8-A06X-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
THADASNVMissense_Mutationc.3841N>Tp.Thr1281Serp.T1281SQ6YHU6protein_codingdeleterious(0.03)benign(0.091)TCGA-A8-A09G-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
THADASNVMissense_Mutationc.2344N>Ap.Asp782Asnp.D782NQ6YHU6protein_codingtolerated(0.36)benign(0.343)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
THADASNVMissense_Mutationc.85N>Ap.Asp29Asnp.D29NQ6YHU6protein_codingtolerated(0.18)possibly_damaging(0.82)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
THADASNVMissense_Mutationrs754152083c.3958N>Tp.Met1320Leup.M1320LQ6YHU6protein_codingtolerated(1)benign(0)TCGA-AC-A3TN-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
THADASNVMissense_Mutationnovelc.718N>Ap.Asp240Asnp.D240NQ6YHU6protein_codingtolerated(0.07)benign(0.005)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
THADASNVMissense_Mutationc.2102N>Tp.Tyr701Phep.Y701FQ6YHU6protein_codingtolerated(0.21)possibly_damaging(0.793)TCGA-AO-A12A-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
THADASNVMissense_Mutationnovelc.2731C>Gp.Leu911Valp.L911VQ6YHU6protein_codingdeleterious(0)probably_damaging(0.991)TCGA-AR-A2LE-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenPD
THADASNVMissense_Mutationc.2213N>Ap.Ser738Asnp.S738NQ6YHU6protein_codingtolerated(0.35)benign(0.058)TCGA-B6-A0I6-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
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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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