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: MRTFA

Gene summary for MRTFA

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MRTFA

Gene ID

57591

Gene namemyocardin related transcription factor A
Gene AliasBSAC
Cytomap22q13.1-q13.2
Gene Typeprotein-coding
GO ID

GO:0002009

UniProtAcc

A4FUJ8


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
57591MRTFACCI_1HumanCervixCC1.40e-129.93e-010.528
57591MRTFACCI_2HumanCervixCC1.35e-151.31e+000.5249
57591MRTFACCI_3HumanCervixCC8.28e-231.12e+000.516
57591MRTFATumorHumanCervixCC3.83e-04-1.35e-010.1241
57591MRTFAHTA11_3410_2000001011HumanColorectumAD8.84e-193.38e-010.0155
57591MRTFAHTA11_2487_2000001011HumanColorectumSER4.28e-256.28e-01-0.1808
57591MRTFAHTA11_2951_2000001011HumanColorectumAD1.51e-114.90e-010.0216
57591MRTFAHTA11_1938_2000001011HumanColorectumAD5.76e-318.17e-01-0.0811
57591MRTFAHTA11_78_2000001011HumanColorectumAD6.88e-276.51e-01-0.1088
57591MRTFAHTA11_347_2000001011HumanColorectumAD2.57e-611.06e+00-0.1954
57591MRTFAHTA11_411_2000001011HumanColorectumSER6.42e-181.00e+00-0.2602
57591MRTFAHTA11_2112_2000001011HumanColorectumSER7.13e-251.11e+00-0.2196
57591MRTFAHTA11_3361_2000001011HumanColorectumAD2.38e-266.56e-01-0.1207
57591MRTFAHTA11_83_2000001011HumanColorectumSER7.66e-307.71e-01-0.1526
57591MRTFAHTA11_696_2000001011HumanColorectumAD7.93e-518.42e-01-0.1464
57591MRTFAHTA11_866_2000001011HumanColorectumAD1.11e-468.33e-01-0.1001
57591MRTFAHTA11_1391_2000001011HumanColorectumAD1.80e-491.14e+00-0.059
57591MRTFAHTA11_2992_2000001011HumanColorectumSER2.54e-115.85e-01-0.1706
57591MRTFAHTA11_5212_2000001011HumanColorectumAD2.32e-134.96e-01-0.2061
57591MRTFAHTA11_5216_2000001011HumanColorectumSER2.17e-095.15e-01-0.1462
Page: 1 2 3 4 5 6 7 

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
GCThe 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.CAG: Chronic atrophic gastritis
CAG with IM: Chronic atrophic gastritis with intestinal metaplasia
CSG: Chronic superficial gastritis
GC: Gastric cancer
SIM: Severe intestinal metaplasia
WIM: Wild intestinal metaplasia
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
∗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:00905056Oral cavityOSCCepiboly involved in wound healing25/730534/187234.63e-053.90e-0425
GO:00020114Oral cavityOSCCmorphogenesis of an epithelial sheet37/730557/187236.66e-055.38e-0437
GO:00905046Oral cavityOSCCepiboly25/730535/187231.02e-047.63e-0425
GO:006161417Oral cavityOSCCpri-miRNA transcription by RNA polymerase II35/730555/187231.88e-041.27e-0335
GO:190289317Oral cavityOSCCregulation of pri-miRNA transcription by RNA polymerase II34/730554/187233.12e-041.94e-0334
GO:19028958Oral cavityOSCCpositive regulation of pri-miRNA transcription by RNA polymerase II26/730542/187232.22e-031.00e-0226
GO:00426927Oral cavityOSCCmuscle cell differentiation175/7305384/187234.79e-031.92e-02175
GO:004206026Oral cavityEOLPwound healing99/2218422/187231.18e-111.85e-0999
GO:004269214Oral cavityEOLPmuscle cell differentiation77/2218384/187232.18e-064.91e-0577
GO:006161425Oral cavityEOLPpri-miRNA transcription by RNA polymerase II18/221855/187233.72e-055.14e-0418
GO:190289324Oral cavityEOLPregulation of pri-miRNA transcription by RNA polymerase II17/221854/187231.05e-041.19e-0317
GO:190289523Oral cavityEOLPpositive regulation of pri-miRNA transcription by RNA polymerase II13/221842/187238.03e-046.31e-0313
GO:004206033Oral cavityNEOLPwound healing106/2005422/187231.93e-171.91e-14106
GO:004269221Oral cavityNEOLPmuscle cell differentiation71/2005384/187232.97e-066.76e-0571
GO:004431913Oral cavityNEOLPwound healing, spreading of cells13/200534/187232.48e-053.93e-0413
GO:009050513Oral cavityNEOLPepiboly involved in wound healing13/200534/187232.48e-053.93e-0413
GO:009050413Oral cavityNEOLPepiboly13/200535/187233.57e-055.20e-0413
GO:006161431Oral cavityNEOLPpri-miRNA transcription by RNA polymerase II15/200555/187234.94e-044.39e-0315
GO:000201113Oral cavityNEOLPmorphogenesis of an epithelial sheet15/200557/187237.45e-046.07e-0315
GO:190289531Oral cavityNEOLPpositive regulation of pri-miRNA transcription by RNA polymerase II12/200542/187231.13e-038.46e-0312
Page: 1 2 3 4 5 6 7 

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
Page: 1 

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