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: CFL1

Gene summary for CFL1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CFL1

Gene ID

1072

Gene namecofilin 1
Gene AliasCFL
Cytomap11q13.1
Gene Typeprotein-coding
GO ID

GO:0000226

UniProtAcc

P23528


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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
1072CFL1CA_HPV_1HumanCervixCC6.93e-161.85e-010.0264
1072CFL1CA_HPV_3HumanCervixCC4.60e-025.68e-020.0414
1072CFL1N_HPV_1HumanCervixN_HPV1.23e-041.77e-010.0079
1072CFL1N_HPV_2HumanCervixN_HPV2.75e-032.35e-01-0.0131
1072CFL1CCI_1HumanCervixCC7.77e-25-1.21e+000.528
1072CFL1CCI_2HumanCervixCC2.09e-02-2.01e-010.5249
1072CFL1CCI_3HumanCervixCC1.94e-27-1.12e+000.516
1072CFL1CCII_1HumanCervixCC2.13e-45-1.25e+000.3249
1072CFL1TumorHumanCervixCC9.03e-092.88e-010.1241
1072CFL1sample1HumanCervixCC5.76e-032.83e-010.0959
1072CFL1sample3HumanCervixCC1.28e-072.49e-010.1387
1072CFL1H2HumanCervixHSIL_HPV6.31e-04-2.79e-010.0632
1072CFL1L1HumanCervixCC4.84e-051.38e-010.0802
1072CFL1T3HumanCervixCC2.73e-032.55e-010.1389
1072CFL1HTA11_3410_2000001011HumanColorectumAD7.52e-972.03e+000.0155
1072CFL1HTA11_2487_2000001011HumanColorectumSER1.56e-753.79e+00-0.1808
1072CFL1HTA11_2951_2000001011HumanColorectumAD2.06e-262.33e+000.0216
1072CFL1HTA11_1938_2000001011HumanColorectumAD4.65e-653.50e+00-0.0811
1072CFL1HTA11_78_2000001011HumanColorectumAD7.63e-652.28e+00-0.1088
1072CFL1HTA11_347_2000001011HumanColorectumAD2.76e-1213.33e+00-0.1954
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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
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:004440319ProstateTumorbiological process involved in symbiotic interaction99/3246290/187232.71e-122.37e-1099
GO:002260418ProstateTumorregulation of cell morphogenesis102/3246309/187231.25e-119.49e-10102
GO:000726514ProstateTumorRas protein signal transduction101/3246337/187236.29e-092.44e-07101
GO:000815417ProstateTumoractin polymerization or depolymerization70/3246218/187236.91e-081.97e-0670
GO:002241118ProstateTumorcellular component disassembly121/3246443/187238.10e-082.23e-06121
GO:005165614ProstateTumorestablishment of organelle localization109/3246390/187239.97e-082.67e-06109
GO:000961514ProstateTumorresponse to virus101/3246367/187236.40e-071.32e-05101
GO:001635814ProstateTumordendrite development72/3246243/187231.44e-062.59e-0572
GO:006099613ProstateTumordendritic spine development37/324699/187231.57e-062.79e-0537
GO:001097514ProstateTumorregulation of neuron projection development115/3246445/187233.34e-065.44e-05115
GO:004881312ProstateTumordendrite morphogenesis45/3246146/187234.45e-055.02e-0445
GO:004479413ProstateTumorpositive regulation by host of viral process9/324613/187235.11e-055.62e-049
GO:010602712ProstateTumorneuron projection organization32/324693/187235.33e-055.82e-0432
GO:005080813ProstateTumorsynapse organization105/3246426/187237.20e-057.62e-04105
GO:009706112ProstateTumordendritic spine organization29/324684/187231.09e-041.04e-0329
GO:003298413ProstateTumorprotein-containing complex disassembly61/3246224/187231.36e-041.26e-0361
GO:005181712ProstateTumormodulation of process of other organism involved in symbiotic interaction27/324681/187233.57e-042.81e-0327
GO:009917312ProstateTumorpostsynapse organization47/3246168/187233.94e-043.03e-0347
GO:006100112ProstateTumorregulation of dendritic spine morphogenesis18/324647/187235.21e-043.82e-0318
GO:005185113ProstateTumormodulation by host of symbiont process21/324660/187237.59e-045.20e-0321
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0481016CervixCCRegulation of actin cytoskeleton64/1267229/84652.24e-072.59e-061.53e-0664
hsa0466612CervixCCFc gamma R-mediated phagocytosis31/126797/84651.78e-051.42e-048.40e-0531
hsa0517016CervixCCHuman immunodeficiency virus 1 infection55/1267212/84651.80e-051.42e-048.40e-0555
hsa043609CervixCCAxon guidance47/1267182/84658.13e-055.38e-043.18e-0447
hsa051337CervixCCPertussis21/126776/84653.08e-031.19e-027.03e-0321
hsa0481017CervixCCRegulation of actin cytoskeleton64/1267229/84652.24e-072.59e-061.53e-0664
hsa0466613CervixCCFc gamma R-mediated phagocytosis31/126797/84651.78e-051.42e-048.40e-0531
hsa0517017CervixCCHuman immunodeficiency virus 1 infection55/1267212/84651.80e-051.42e-048.40e-0555
hsa0436012CervixCCAxon guidance47/1267182/84658.13e-055.38e-043.18e-0447
hsa0513312CervixCCPertussis21/126776/84653.08e-031.19e-027.03e-0321
hsa0513321CervixHSIL_HPVPertussis10/45976/84657.61e-034.37e-023.53e-0210
hsa0513331CervixHSIL_HPVPertussis10/45976/84657.61e-034.37e-023.53e-0210
hsa0513341CervixN_HPVPertussis9/34976/84653.86e-032.10e-021.64e-029
hsa0513351CervixN_HPVPertussis9/34976/84653.86e-032.10e-021.64e-029
hsa04666ColorectumADFc gamma R-mediated phagocytosis46/209297/84659.10e-071.22e-057.77e-0646
hsa05170ColorectumADHuman immunodeficiency virus 1 infection72/2092212/84651.40e-038.46e-035.39e-0372
hsa04810ColorectumADRegulation of actin cytoskeleton75/2092229/84653.36e-031.76e-021.12e-0275
hsa04360ColorectumADAxon guidance61/2092182/84654.36e-032.17e-021.38e-0261
hsa046661ColorectumADFc gamma R-mediated phagocytosis46/209297/84659.10e-071.22e-057.77e-0646
hsa051701ColorectumADHuman immunodeficiency virus 1 infection72/2092212/84651.40e-038.46e-035.39e-0372
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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
CFL1insertionNonsense_Mutationnovelc.9_10insTAGGCCTCCp.Ser3_Gly4insTerp.S3_G4ins*P23528protein_codingTCGA-A1-A0SO-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapySD
CFL1SNVMissense_Mutationnovelc.25N>Ap.Asp9Asnp.D9NP23528protein_codingdeleterious(0)benign(0.089)TCGA-C5-A7UC-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
CFL1SNVMissense_Mutationnovelc.95N>Ap.Arg32Hisp.R32HP23528protein_codingtolerated(0.14)benign(0.237)TCGA-AA-3877-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
CFL1SNVMissense_Mutationc.283A>Cp.Lys95Glnp.K95QP23528protein_codingdeleterious(0.04)benign(0.055)TCGA-AA-A00O-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
CFL1SNVMissense_Mutationc.472N>Ap.Val158Ilep.V158IP23528protein_codingtolerated(0.42)benign(0.03)TCGA-AD-6895-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownSD
CFL1SNVMissense_Mutationc.247N>Ap.Ala83Thrp.A83TP23528protein_codingtolerated(0.07)benign(0.103)TCGA-AP-A059-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
CFL1SNVMissense_Mutationnovelc.104N>Tp.Ala35Valp.A35VP23528protein_codingtolerated(0.06)benign(0.046)TCGA-AX-A1CE-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnspecificPaclitaxelSD
CFL1SNVMissense_Mutationc.336G>Cp.Lys112Asnp.K112NP23528protein_codingdeleterious(0.02)possibly_damaging(0.885)TCGA-AX-A2H2-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
CFL1SNVMissense_Mutationnovelc.94C>Tp.Arg32Cysp.R32CP23528protein_codingtolerated(0.08)possibly_damaging(0.515)TCGA-FI-A2D0-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
CFL1SNVMissense_Mutationc.52N>Tp.Met18Leup.M18LP23528protein_codingtolerated(0.11)benign(0.173)TCGA-ED-A7XP-01Liverliver hepatocellular carcinomaFemale<65I/IIUnknownUnknownPD
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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
1072CFL1KINASESERTRALINESERTRALINE16680159
1072CFL1KINASEROTENONEROTENONE16680159
1072CFL1KINASECLOTRIMAZOLECLOTRIMAZOLE16680159
1072CFL1KINASEFENOFIBRATEFENOFIBRATE16680159
1072CFL1KINASEPATULINPATULIN16680159
1072CFL1KINASECLOFIBRATECLOFIBRATE16680159
1072CFL1KINASEMG-132MG-13216680159
1072CFL1KINASECINNARIZINECINNARIZINE16680159
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