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

Home

Download

Statistics

Help

Contact

Center for Computational Systems Medicine
leaf

Gene summary

leaf

Malignant transformation analysis

leaf

Malignant transformation related pathway analysis

leaf

Cell-cell communication analysis

leaf

Single-cell gene regulatory network inference analysis

leaf

Somatic mutation of malignant transformation related genes

leaf

Related drugs of malignant transformation related genes

Gene: TACC1

Gene summary for TACC1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TACC1

Gene ID

6867

Gene nametransforming acidic coiled-coil containing protein 1
Gene AliasGa55
Cytomap8p11.22
Gene Typeprotein-coding
GO ID

GO:0000226

UniProtAcc

O75410


Top

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
6867TACC1HTA11_3410_2000001011HumanColorectumAD7.86e-09-4.05e-010.0155
6867TACC1HTA11_78_2000001011HumanColorectumAD1.74e-035.51e-01-0.1088
6867TACC1HTA11_347_2000001011HumanColorectumAD6.65e-045.06e-01-0.1954
6867TACC1HTA11_7696_3000711011HumanColorectumAD7.74e-06-3.65e-010.0674
6867TACC1HTA11_99999970781_79442HumanColorectumMSS1.80e-107.00e-010.294
6867TACC1HTA11_99999965104_69814HumanColorectumMSS1.36e-191.19e+000.281
6867TACC1HTA11_99999973899_84307HumanColorectumMSS1.21e-06-6.65e-010.2585
6867TACC1F007HumanColorectumFAP9.75e-04-3.67e-010.1176
6867TACC1A002-C-010HumanColorectumFAP5.28e-03-3.14e-010.242
6867TACC1A001-C-207HumanColorectumFAP1.44e-02-1.97e-010.1278
6867TACC1A015-C-203HumanColorectumFAP4.44e-25-3.47e-01-0.1294
6867TACC1A015-C-204HumanColorectumFAP3.65e-04-1.75e-01-0.0228
6867TACC1A014-C-040HumanColorectumFAP4.24e-03-6.82e-02-0.1184
6867TACC1A002-C-201HumanColorectumFAP2.83e-17-4.02e-010.0324
6867TACC1A001-C-119HumanColorectumFAP7.63e-06-3.12e-01-0.1557
6867TACC1A001-C-108HumanColorectumFAP3.85e-13-6.89e-02-0.0272
6867TACC1A002-C-205HumanColorectumFAP1.74e-22-3.90e-01-0.1236
6867TACC1A015-C-005HumanColorectumFAP5.62e-04-2.56e-01-0.0336
6867TACC1A015-C-006HumanColorectumFAP1.01e-14-3.13e-01-0.0994
6867TACC1A015-C-106HumanColorectumFAP4.09e-061.19e-02-0.0511
Page: 1 2 3 4 5 6 7 8 9 

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
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.

Top

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).
Page: 1 2 3 4 5 6 7 8 9 

check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:19028502LiverCirrhoticmicrotubule cytoskeleton organization involved in mitosis52/4634147/187232.52e-031.51e-0252
GO:00070514LiverCirrhoticspindle organization62/4634184/187233.88e-032.10e-0262
GO:000705111LiverHCCspindle organization116/7958184/187231.40e-083.40e-07116
GO:000705211LiverHCCmitotic spindle organization80/7958120/187237.43e-081.50e-0680
GO:190285011LiverHCCmicrotubule cytoskeleton organization involved in mitosis93/7958147/187232.91e-075.09e-0693
GO:00219872LungIACcerebral cortex development27/2061114/187238.78e-051.77e-0327
GO:00215432LungIACpallium development33/2061169/187237.51e-049.82e-0333
GO:00309002LungIACforebrain development61/2061379/187231.52e-031.61e-0261
GO:19028503LungIACmicrotubule cytoskeleton organization involved in mitosis27/2061147/187235.23e-033.97e-0227
GO:003090011LungAISforebrain development55/1849379/187232.37e-032.48e-0255
GO:00070515LungMIACspindle organization22/967184/187232.14e-047.50e-0322
GO:00070523LungMIACmitotic spindle organization15/967120/187231.32e-032.44e-0215
GO:190285012LungMIACmicrotubule cytoskeleton organization involved in mitosis17/967147/187231.55e-032.65e-0217
GO:00070526Oral cavityOSCCmitotic spindle organization85/7305120/187231.44e-126.23e-1185
GO:19028506Oral cavityOSCCmicrotubule cytoskeleton organization involved in mitosis99/7305147/187232.94e-121.18e-1099
GO:00070517Oral cavityOSCCspindle organization117/7305184/187231.16e-114.17e-10117
GO:00219876Oral cavityOSCCcerebral cortex development57/7305114/187231.09e-023.71e-0257
GO:00215435Oral cavityOSCCpallium development81/7305169/187231.11e-023.76e-0281
GO:190285014Oral cavityLPmicrotubule cytoskeleton organization involved in mitosis63/4623147/187239.97e-072.50e-0563
GO:000705213Oral cavityLPmitotic spindle organization53/4623120/187232.36e-065.22e-0553
Page: 1 2 3 4 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
Page: 1 

Top

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
Page: 1 

Top

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.
Page: 1 

Top

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
TACC1SNVMissense_Mutationc.886G>Tp.Gly296Cysp.G296CO75410protein_codingtolerated(0.06)possibly_damaging(0.59)TCGA-A8-A08T-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
TACC1SNVMissense_Mutationrs779300910c.488N>Tp.Ser163Leup.S163LO75410protein_codingtolerated(0.2)benign(0)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TACC1SNVMissense_Mutationrs758999833c.1640N>Tp.Ala547Valp.A547VO75410protein_codingtolerated(0.22)benign(0.091)TCGA-AN-A0XP-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
TACC1SNVMissense_Mutationc.1084N>Ap.Ala362Thrp.A362TO75410protein_codingtolerated(0.28)benign(0.015)TCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
TACC1SNVMissense_Mutationrs778594616c.1895N>Ap.Arg632Glnp.R632QO75410protein_codingdeleterious(0)probably_damaging(0.944)TCGA-BH-A0HW-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
TACC1insertionIn_Frame_Insnovelc.1619_1620insATATCTGTATGGAGTp.Pro540_Val541insTyrLeuTyrGlyValp.P540_V541insYLYGVO75410protein_codingTCGA-AN-A0AS-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
TACC1SNVMissense_Mutationnovelc.1340N>Gp.His447Argp.H447RO75410protein_codingtolerated(0.38)benign(0.055)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
TACC1SNVMissense_Mutationrs377342873c.938N>Tp.Ser313Leup.S313LO75410protein_codingtolerated(0.09)benign(0.037)TCGA-EA-A5ZD-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
TACC1SNVMissense_Mutationc.1484N>Cp.Asp495Alap.D495AO75410protein_codingtolerated(0.07)benign(0.043)TCGA-FU-A3HZ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
TACC1SNVMissense_Mutationc.824C>Gp.Thr275Argp.T275RO75410protein_codingtolerated(0.4)benign(0.133)TCGA-Q1-A6DW-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
Page: 1 2 3 4 5 6 7 8 

Top

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
Page: 1