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: CFL2

Gene summary for CFL2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CFL2

Gene ID

1073

Gene namecofilin 2
Gene AliasNEM7
Cytomap14q13.1
Gene Typeprotein-coding
GO ID

GO:0006928

UniProtAcc

Q9Y281


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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
1073CFL2LZE4THumanEsophagusESCC1.03e-122.94e-010.0811
1073CFL2LZE7THumanEsophagusESCC9.25e-041.54e-010.0667
1073CFL2LZE8THumanEsophagusESCC1.01e-031.52e-010.067
1073CFL2LZE20THumanEsophagusESCC5.45e-058.25e-020.0662
1073CFL2LZE22THumanEsophagusESCC1.78e-046.98e-010.068
1073CFL2LZE24THumanEsophagusESCC5.54e-125.69e-010.0596
1073CFL2LZE6THumanEsophagusESCC4.99e-063.23e-010.0845
1073CFL2P2T-EHumanEsophagusESCC2.55e-122.68e-010.1177
1073CFL2P4T-EHumanEsophagusESCC2.38e-176.18e-010.1323
1073CFL2P5T-EHumanEsophagusESCC1.57e-112.72e-010.1327
1073CFL2P8T-EHumanEsophagusESCC1.67e-641.44e+000.0889
1073CFL2P9T-EHumanEsophagusESCC5.03e-113.37e-010.1131
1073CFL2P10T-EHumanEsophagusESCC4.83e-132.82e-010.116
1073CFL2P11T-EHumanEsophagusESCC1.07e-093.55e-010.1426
1073CFL2P12T-EHumanEsophagusESCC2.61e-611.30e+000.1122
1073CFL2P15T-EHumanEsophagusESCC1.23e-236.58e-010.1149
1073CFL2P16T-EHumanEsophagusESCC1.22e-047.03e-020.1153
1073CFL2P17T-EHumanEsophagusESCC8.12e-042.55e-010.1278
1073CFL2P19T-EHumanEsophagusESCC2.18e-098.18e-010.1662
1073CFL2P20T-EHumanEsophagusESCC4.53e-031.37e-010.1124
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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
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:0022411111EsophagusESCCcellular component disassembly305/8552443/187231.94e-234.57e-21305
GO:003298416EsophagusESCCprotein-containing complex disassembly151/8552224/187233.45e-111.15e-09151
GO:1902905111EsophagusESCCpositive regulation of supramolecular fiber organization142/8552209/187235.51e-111.76e-09142
GO:1902903111EsophagusESCCregulation of supramolecular fiber organization237/8552383/187239.06e-112.75e-09237
GO:005149520EsophagusESCCpositive regulation of cytoskeleton organization147/8552226/187232.93e-096.38e-08147
GO:000701527EsophagusESCCactin filament organization259/8552442/187232.37e-084.50e-07259
GO:003253520EsophagusESCCregulation of cellular component size227/8552383/187234.77e-088.60e-07227
GO:0032970111EsophagusESCCregulation of actin filament-based process231/8552397/187232.91e-074.20e-06231
GO:0032956111EsophagusESCCregulation of actin cytoskeleton organization210/8552358/187234.40e-076.00e-06210
GO:011005327EsophagusESCCregulation of actin filament organization166/8552278/187231.54e-061.85e-05166
GO:000815420EsophagusESCCactin polymerization or depolymerization130/8552218/187232.19e-051.88e-04130
GO:000806419EsophagusESCCregulation of actin polymerization or depolymerization112/8552188/187238.31e-056.06e-04112
GO:003083218EsophagusESCCregulation of actin filament length112/8552189/187231.13e-047.85e-04112
GO:00432446EsophagusESCCregulation of protein-containing complex disassembly75/8552121/187232.17e-041.36e-0375
GO:006053716EsophagusESCCmuscle tissue development211/8552403/187233.84e-031.56e-02211
GO:00436245EsophagusESCCcellular protein complex disassembly78/8552136/187234.00e-031.62e-0278
GO:003103219EsophagusESCCactomyosin structure organization108/8552196/187234.86e-031.88e-02108
GO:001470615EsophagusESCCstriated muscle tissue development197/8552384/187231.46e-024.74e-02197
GO:00224117LiverCirrhoticcellular component disassembly182/4634443/187231.59e-141.54e-12182
GO:000701512LiverCirrhoticactin filament organization171/4634442/187233.93e-112.30e-09171
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa051333LiverHCCPertussis48/402076/84654.17e-031.27e-027.06e-0348
hsa0466611LiverHCCFc gamma R-mediated phagocytosis58/402097/84659.65e-032.52e-021.40e-0258
hsa0517027Oral cavityOSCCHuman immunodeficiency virus 1 infection133/3704212/84651.42e-081.40e-077.12e-08133
hsa0481026Oral cavityOSCCRegulation of actin cytoskeleton129/3704229/84657.14e-052.74e-041.40e-04129
hsa051338Oral cavityOSCCPertussis50/370476/84658.34e-053.04e-041.55e-0450
hsa0466618Oral cavityOSCCFc gamma R-mediated phagocytosis60/370497/84652.35e-047.72e-043.93e-0460
hsa0436014Oral cavityOSCCAxon guidance97/3704182/84655.59e-031.33e-026.76e-0397
hsa05170111Oral cavityOSCCHuman immunodeficiency virus 1 infection133/3704212/84651.42e-081.40e-077.12e-08133
hsa04810111Oral cavityOSCCRegulation of actin cytoskeleton129/3704229/84657.14e-052.74e-041.40e-04129
hsa0513313Oral cavityOSCCPertussis50/370476/84658.34e-053.04e-041.55e-0450
hsa0466619Oral cavityOSCCFc gamma R-mediated phagocytosis60/370497/84652.35e-047.72e-043.93e-0460
hsa0436015Oral cavityOSCCAxon guidance97/3704182/84655.59e-031.33e-026.76e-0397
hsa0481043Oral cavityNEOLPRegulation of actin cytoskeleton55/1112229/84654.12e-063.86e-052.42e-0555
hsa0517061Oral cavityNEOLPHuman immunodeficiency virus 1 infection49/1112212/84654.05e-053.22e-042.02e-0449
hsa0436041Oral cavityNEOLPAxon guidance37/1112182/84654.02e-031.64e-021.03e-0237
hsa0466641Oral cavityNEOLPFc gamma R-mediated phagocytosis22/111297/84656.53e-032.39e-021.50e-0222
hsa0481053Oral cavityNEOLPRegulation of actin cytoskeleton55/1112229/84654.12e-063.86e-052.42e-0555
hsa0517071Oral cavityNEOLPHuman immunodeficiency virus 1 infection49/1112212/84654.05e-053.22e-042.02e-0449
hsa0436051Oral cavityNEOLPAxon guidance37/1112182/84654.02e-031.64e-021.03e-0237
hsa0466651Oral cavityNEOLPFc gamma R-mediated phagocytosis22/111297/84656.53e-032.39e-021.50e-0222
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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
CFL2TFCThyroidHealthyMT2P1,SNRNP27,RBMX2, etc.3.13e-01The 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.
∗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
CFL2SNVMissense_Mutationnovelc.71N>Ap.Ser24Tyrp.S24YQ9Y281protein_codingtolerated(0.11)possibly_damaging(0.71)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CFL2SNVMissense_Mutationnovelc.65N>Cp.Lys22Thrp.K22TQ9Y281protein_codingdeleterious(0)possibly_damaging(0.795)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
CFL2SNVMissense_Mutationnovelc.188C>Ap.Thr63Asnp.T63NQ9Y281protein_codingtolerated(0.11)benign(0.019)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
CFL2SNVMissense_Mutationnovelc.95G>Tp.Arg32Ilep.R32IQ9Y281protein_codingdeleterious(0)probably_damaging(0.96)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
CFL2SNVMissense_Mutationc.93G>Tp.Lys31Asnp.K31NQ9Y281protein_codingdeleterious(0.03)benign(0.354)TCGA-AP-A056-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
CFL2SNVMissense_Mutationc.114N>Ap.Phe38Leup.F38LQ9Y281protein_codingdeleterious(0.04)benign(0.432)TCGA-AP-A0LM-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
CFL2SNVMissense_Mutationrs757526740c.440C>Tp.Ser147Leup.S147LQ9Y281protein_codingtolerated(0.4)benign(0.142)TCGA-BS-A0UF-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
CFL2SNVMissense_Mutationc.22N>Cp.Asn8Hisp.N8HQ9Y281protein_codingtolerated(0.18)benign(0.007)TCGA-D1-A16Y-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
CFL2SNVMissense_Mutationc.410N>Cp.Val137Alap.V137AQ9Y281protein_codingtolerated(0.88)benign(0.019)TCGA-D1-A17H-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
CFL2SNVMissense_Mutationc.209N>Ap.Ser70Tyrp.S70YQ9Y281protein_codingtolerated(0.07)benign(0.015)TCGA-D1-A17Q-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
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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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