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: THRAP3

Gene summary for THRAP3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

THRAP3

Gene ID

9967

Gene namethyroid hormone receptor associated protein 3
Gene AliasBCLAF2
Cytomap1p34.3
Gene Typeprotein-coding
GO ID

GO:0000375

UniProtAcc

Q9Y2W1


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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
9967THRAP3HTA11_347_2000001011HumanColorectumAD1.63e-085.73e-01-0.1954
9967THRAP3HTA11_411_2000001011HumanColorectumSER5.63e-037.64e-01-0.2602
9967THRAP3HTA11_1391_2000001011HumanColorectumAD2.00e-025.13e-01-0.059
9967THRAP3HTA11_99999965062_69753HumanColorectumMSI-H1.56e-051.12e+000.3487
9967THRAP3HTA11_99999965104_69814HumanColorectumMSS4.84e-035.39e-010.281
9967THRAP3A002-C-010HumanColorectumFAP1.92e-03-1.85e-010.242
9967THRAP3A015-C-203HumanColorectumFAP1.45e-23-3.12e-01-0.1294
9967THRAP3A015-C-204HumanColorectumFAP5.84e-04-1.95e-01-0.0228
9967THRAP3A014-C-040HumanColorectumFAP6.58e-04-3.19e-01-0.1184
9967THRAP3A002-C-201HumanColorectumFAP9.63e-11-3.15e-010.0324
9967THRAP3A002-C-203HumanColorectumFAP5.96e-07-1.87e-010.2786
9967THRAP3A001-C-119HumanColorectumFAP2.12e-03-4.78e-02-0.1557
9967THRAP3A001-C-108HumanColorectumFAP8.24e-14-1.66e-01-0.0272
9967THRAP3A002-C-205HumanColorectumFAP5.34e-18-2.18e-01-0.1236
9967THRAP3A001-C-104HumanColorectumFAP9.88e-03-8.36e-020.0184
9967THRAP3A015-C-005HumanColorectumFAP1.39e-02-2.04e-01-0.0336
9967THRAP3A015-C-006HumanColorectumFAP1.40e-12-7.38e-03-0.0994
9967THRAP3A015-C-106HumanColorectumFAP4.26e-11-1.84e-01-0.0511
9967THRAP3A002-C-114HumanColorectumFAP4.02e-14-2.71e-01-0.1561
9967THRAP3A015-C-104HumanColorectumFAP3.21e-22-1.45e-01-0.1899
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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
Oral CavityThe 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.EOLP: Erosive Oral lichen planus
LP: leukoplakia
NEOLP: Non-erosive oral lichen planus
OSCC: Oral squamous cell carcinoma
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
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
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:003312012LiverHCCpositive regulation of RNA splicing29/795837/187239.37e-061.09e-0429
GO:00506851LiverHCCpositive regulation of mRNA processing25/795832/187234.38e-054.26e-0425
GO:000762321LiverHCCcircadian rhythm117/7958210/187237.29e-056.54e-04117
GO:004851121LiverHCCrhythmic process156/7958298/187233.54e-042.46e-03156
GO:190236921LiverHCCnegative regulation of RNA catabolic process45/795875/187231.67e-038.73e-0345
GO:000038121LiverHCCregulation of alternative mRNA splicing, via spliceosome37/795860/187232.13e-031.07e-0237
GO:004348921LiverHCCRNA stabilization39/795865/187233.31e-031.51e-0239
GO:004802612LiverHCCpositive regulation of mRNA splicing, via spliceosome16/795822/187234.03e-031.76e-0216
GO:190237311LiverHCCnegative regulation of mRNA catabolic process37/795863/187236.82e-032.73e-0237
GO:004275211LiverHCCregulation of circadian rhythm65/7958121/187238.25e-033.24e-0265
GO:004825511LiverHCCmRNA stabilization33/795856/187239.64e-033.63e-0233
GO:00434848LungIACregulation of RNA splicing49/2061148/187234.76e-137.06e-1049
GO:19033117LungIACregulation of mRNA metabolic process71/2061288/187233.76e-111.24e-0871
GO:00480248LungIACregulation of mRNA splicing, via spliceosome34/2061101/187231.05e-091.95e-0734
GO:00506847LungIACregulation of mRNA processing41/2061137/187231.23e-092.15e-0741
GO:00485116LungIACrhythmic process65/2061298/187234.57e-085.02e-0665
GO:00098958LungIACnegative regulation of catabolic process66/2061320/187233.26e-072.48e-0566
GO:00313308LungIACnegative regulation of cellular catabolic process57/2061262/187233.31e-072.49e-0557
GO:00076237LungIACcircadian rhythm48/2061210/187236.13e-073.67e-0548
GO:00064027LungIACmRNA catabolic process50/2061232/187232.28e-061.02e-0450
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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
THRAP3SNVMissense_Mutationnovelc.953N>Ap.Gly318Aspp.G318DQ9Y2W1protein_codingtolerated(0.22)benign(0.215)TCGA-A7-A6VX-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydocetaxelCR
THRAP3SNVMissense_Mutationc.2428N>Ap.Asp810Asnp.D810NQ9Y2W1protein_codingtolerated(0.69)possibly_damaging(0.873)TCGA-A8-A07B-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
THRAP3SNVMissense_Mutationc.869N>Ap.Gly290Aspp.G290DQ9Y2W1protein_codingtolerated(0.07)possibly_damaging(0.726)TCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
THRAP3SNVMissense_Mutationc.880N>Gp.Gln294Glup.Q294EQ9Y2W1protein_codingtolerated(0.12)possibly_damaging(0.79)TCGA-BH-A1EV-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
THRAP3SNVMissense_Mutationc.144N>Cp.Arg48Serp.R48SQ9Y2W1protein_codingdeleterious_low_confidence(0)probably_damaging(0.994)TCGA-BH-A1FU-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
THRAP3SNVMissense_Mutationrs749716914c.2080G>Ap.Asp694Asnp.D694NQ9Y2W1protein_codingdeleterious(0.02)possibly_damaging(0.709)TCGA-C8-A131-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapy5-fluorouracilCR
THRAP3SNVMissense_Mutationc.2081A>Tp.Asp694Valp.D694VQ9Y2W1protein_codingdeleterious(0)possibly_damaging(0.848)TCGA-C8-A131-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapy5-fluorouracilCR
THRAP3SNVMissense_Mutationc.302N>Cp.Arg101Prop.R101PQ9Y2W1protein_codingdeleterious(0.01)probably_damaging(0.998)TCGA-D8-A1XK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicine+cyclophosphamideSD
THRAP3SNVMissense_Mutationc.1403N>Tp.Ser468Leup.S468LQ9Y2W1protein_codingtolerated(0.67)benign(0.15)TCGA-E2-A9RU-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapyarimidexSD
THRAP3SNVMissense_Mutationc.320A>Cp.Tyr107Serp.Y107SQ9Y2W1protein_codingdeleterious(0.01)probably_damaging(0.918)TCGA-E9-A1N8-01Breastbreast 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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