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: MRTFB

Gene summary for MRTFB

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MRTFB

Gene ID

57496

Gene namemyocardin related transcription factor B
Gene AliasMKL2
Cytomap16p13.12
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q9ULH7


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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
57496MRTFBCCI_1HumanCervixCC2.51e-077.19e-010.528
57496MRTFBCCI_2HumanCervixCC7.51e-071.12e+000.5249
57496MRTFBCCI_3HumanCervixCC2.39e-129.83e-010.516
57496MRTFBTumorHumanCervixCC3.40e-02-9.40e-020.1241
57496MRTFBHTA11_3410_2000001011HumanColorectumAD2.23e-183.38e-010.0155
57496MRTFBHTA11_2487_2000001011HumanColorectumSER1.45e-164.25e-01-0.1808
57496MRTFBHTA11_2951_2000001011HumanColorectumAD2.49e-083.63e-010.0216
57496MRTFBHTA11_1938_2000001011HumanColorectumAD7.67e-287.86e-01-0.0811
57496MRTFBHTA11_78_2000001011HumanColorectumAD3.30e-296.78e-01-0.1088
57496MRTFBHTA11_347_2000001011HumanColorectumAD2.94e-661.09e+00-0.1954
57496MRTFBHTA11_411_2000001011HumanColorectumSER1.35e-127.74e-01-0.2602
57496MRTFBHTA11_2112_2000001011HumanColorectumSER1.08e-063.96e-01-0.2196
57496MRTFBHTA11_3361_2000001011HumanColorectumAD3.86e-113.40e-01-0.1207
57496MRTFBHTA11_83_2000001011HumanColorectumSER1.40e-257.53e-01-0.1526
57496MRTFBHTA11_696_2000001011HumanColorectumAD2.14e-336.16e-01-0.1464
57496MRTFBHTA11_866_2000001011HumanColorectumAD1.94e-447.20e-01-0.1001
57496MRTFBHTA11_1391_2000001011HumanColorectumAD4.37e-317.63e-01-0.059
57496MRTFBHTA11_2992_2000001011HumanColorectumSER2.54e-115.46e-01-0.1706
57496MRTFBHTA11_5212_2000001011HumanColorectumAD1.67e-104.59e-01-0.2061
57496MRTFBHTA11_5216_2000001011HumanColorectumSER2.17e-095.15e-01-0.1462
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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
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
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
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
∗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:00616148CervixCCpri-miRNA transcription by RNA polymerase II20/231155/187234.22e-061.09e-0420
GO:19028938CervixCCregulation of pri-miRNA transcription by RNA polymerase II19/231154/187231.27e-052.60e-0419
GO:19028955CervixCCpositive regulation of pri-miRNA transcription by RNA polymerase II15/231142/187238.42e-051.13e-0315
GO:00605375CervixCCmuscle tissue development76/2311403/187239.76e-051.27e-0376
GO:00147064CervixCCstriated muscle tissue development72/2311384/187231.76e-042.07e-0372
GO:00426924CervixCCmuscle cell differentiation69/2311384/187238.12e-047.09e-0369
GO:00075173CervixCCmuscle organ development58/2311327/187232.73e-031.85e-0258
GO:0061614ColorectumADpri-miRNA transcription by RNA polymerase II24/391855/187231.22e-041.78e-0324
GO:1902893ColorectumADregulation of pri-miRNA transcription by RNA polymerase II23/391854/187232.60e-043.25e-0323
GO:1902895ColorectumADpositive regulation of pri-miRNA transcription by RNA polymerase II17/391842/187233.10e-032.30e-0217
GO:00616141ColorectumSERpri-miRNA transcription by RNA polymerase II18/289755/187231.11e-031.28e-0218
GO:19028931ColorectumSERregulation of pri-miRNA transcription by RNA polymerase II17/289754/187232.42e-032.30e-0217
GO:00605376EndometriumAEHmuscle tissue development83/2100403/187232.57e-081.50e-0683
GO:00616149EndometriumAEHpri-miRNA transcription by RNA polymerase II20/210055/187239.36e-073.24e-0520
GO:00147065EndometriumAEHstriated muscle tissue development75/2100384/187231.06e-063.62e-0575
GO:19028939EndometriumAEHregulation of pri-miRNA transcription by RNA polymerase II19/210054/187233.09e-068.55e-0519
GO:19028956EndometriumAEHpositive regulation of pri-miRNA transcription by RNA polymerase II16/210042/187235.66e-061.41e-0416
GO:00075174EndometriumAEHmuscle organ development60/2100327/187238.19e-051.22e-0360
GO:00426925EndometriumAEHmuscle cell differentiation68/2100384/187238.88e-051.30e-0368
GO:006053713EndometriumEECmuscle tissue development82/2168403/187232.14e-079.38e-0682
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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
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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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