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: COTL1

Gene summary for COTL1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

COTL1

Gene ID

23406

Gene namecoactosin like F-actin binding protein 1
Gene AliasCLP
Cytomap16q24.1
Gene Typeprotein-coding
GO ID

GO:0002376

UniProtAcc

Q14019


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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
23406COTL1GSM4909281HumanBreastIDC9.83e-327.82e-010.21
23406COTL1GSM4909286HumanBreastIDC3.72e-03-2.36e-010.1081
23406COTL1GSM4909290HumanBreastIDC1.25e-02-2.47e-010.2096
23406COTL1GSM4909297HumanBreastIDC1.21e-05-2.28e-010.1517
23406COTL1GSM4909301HumanBreastIDC3.22e-03-2.20e-010.1577
23406COTL1GSM4909307HumanBreastIDC5.71e-08-2.84e-010.1569
23406COTL1GSM4909308HumanBreastIDC1.35e-07-2.83e-010.158
23406COTL1GSM4909309HumanBreastIDC9.13e-04-2.31e-010.0483
23406COTL1GSM4909311HumanBreastIDC1.69e-10-2.90e-010.1534
23406COTL1GSM4909312HumanBreastIDC3.69e-10-2.80e-010.1552
23406COTL1GSM4909319HumanBreastIDC5.62e-10-2.53e-010.1563
23406COTL1GSM4909320HumanBreastIDC8.65e-03-2.90e-010.1575
23406COTL1GSM4909321HumanBreastIDC2.97e-07-2.72e-010.1559
23406COTL1brca1HumanBreastPrecancer1.01e-438.42e-01-0.0338
23406COTL1brca3HumanBreastPrecancer7.17e-052.62e-01-0.0263
23406COTL1NCCBC14HumanBreastDCIS1.83e-032.51e-020.2021
23406COTL1NCCBC3HumanBreastDCIS6.05e-124.79e-010.1198
23406COTL1NCCBC5HumanBreastDCIS3.73e-124.59e-010.2046
23406COTL1P1HumanBreastIDC6.16e-07-8.45e-020.1527
23406COTL1DCIS2HumanBreastDCIS5.62e-294.52e-020.0085
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
BreastThe 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.IDC: Invasive ductal carcinoma
DCIS: Ductal carcinoma in situ
Precancer(BRCA1-mut): Precancerous lesion from BRCA1 mutation carriers
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
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
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
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
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:004325420Oral cavityOSCCregulation of protein-containing complex assembly255/7305428/187232.94e-183.15e-16255
GO:190290320Oral cavityOSCCregulation of supramolecular fiber organization211/7305383/187239.45e-112.88e-09211
GO:005125820Oral cavityOSCCprotein polymerization169/7305297/187232.57e-107.17e-09169
GO:003227120Oral cavityOSCCregulation of protein polymerization134/7305233/187237.20e-091.51e-07134
GO:000701520Oral cavityOSCCactin filament organization230/7305442/187231.37e-082.77e-07230
GO:003297020Oral cavityOSCCregulation of actin filament-based process209/7305397/187231.89e-083.72e-07209
GO:003253519Oral cavityOSCCregulation of cellular component size201/7305383/187234.80e-088.88e-07201
GO:003295620Oral cavityOSCCregulation of actin cytoskeleton organization189/7305358/187236.81e-081.21e-06189
GO:011005320Oral cavityOSCCregulation of actin filament organization150/7305278/187232.68e-074.15e-06150
GO:000806417Oral cavityOSCCregulation of actin polymerization or depolymerization104/7305188/187233.99e-064.66e-05104
GO:003083216Oral cavityOSCCregulation of actin filament length104/7305189/187235.48e-066.14e-05104
GO:003083318Oral cavityOSCCregulation of actin filament polymerization96/7305172/187235.56e-066.20e-0596
GO:000815418Oral cavityOSCCactin polymerization or depolymerization117/7305218/187237.38e-068.04e-05117
GO:003004118Oral cavityOSCCactin filament polymerization103/7305191/187231.94e-051.87e-04103
GO:0043254110Oral cavityLPregulation of protein-containing complex assembly163/4623428/187233.72e-101.92e-08163
GO:0051258110Oral cavityLPprotein polymerization113/4623297/187231.90e-075.92e-06113
GO:0032271110Oral cavityLPregulation of protein polymerization89/4623233/187233.00e-066.47e-0589
GO:1902903110Oral cavityLPregulation of supramolecular fiber organization131/4623383/187231.58e-052.78e-04131
GO:0032970110Oral cavityLPregulation of actin filament-based process133/4623397/187234.21e-056.09e-04133
GO:0032535110Oral cavityLPregulation of cellular component size128/4623383/187236.56e-058.80e-04128
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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
COTL1SNVMissense_Mutationc.144N>Gp.Phe48Leup.F48LQ14019protein_codingtolerated(0.18)benign(0.408)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
COTL1SNVMissense_Mutationc.398G>Tp.Gly133Valp.G133VQ14019protein_codingdeleterious(0)probably_damaging(0.989)TCGA-AD-A5EJ-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
COTL1SNVMissense_Mutationrs750865355c.256G>Ap.Val86Ilep.V86IQ14019protein_codingtolerated(0.12)benign(0.043)TCGA-CM-4743-01Colorectumcolon adenocarcinomaMale>=65I/IIChemotherapycapecitabineSD
COTL1SNVMissense_Mutationnovelc.221N>Tp.Ser74Phep.S74FQ14019protein_codingtolerated(0.1)benign(0.224)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
COTL1SNVMissense_Mutationnovelc.338T>Cp.Val113Alap.V113AQ14019protein_codingtolerated(0.51)benign(0.087)TCGA-DI-A1BU-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapypaclitaxelSD
COTL1SNVMissense_Mutationrs374406128c.422N>Tp.Thr141Metp.T141MQ14019protein_codingtolerated_low_confidence(0.16)benign(0.003)TCGA-EO-A3KX-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
COTL1SNVMissense_Mutationc.284N>Ap.Gly95Glup.G95EQ14019protein_codingdeleterious(0.01)possibly_damaging(0.478)TCGA-44-3917-01Lunglung adenocarcinomaFemale<65I/IIUnknownUnknownSD
COTL1SNVMissense_Mutationrs755533045c.188N>Cp.Arg63Prop.R63PQ14019protein_codingdeleterious(0)probably_damaging(0.98)TCGA-53-7624-01Lunglung adenocarcinomaFemale<65III/IVChemotherapycisplatinPD
COTL1SNVMissense_Mutationrs749367597c.287N>Tp.Thr96Metp.T96MQ14019protein_codingdeleterious(0)probably_damaging(0.999)TCGA-55-8506-01Lunglung adenocarcinomaFemale<65I/IIUnknownUnknownSD
COTL1SNVMissense_Mutationrs749367597c.287N>Tp.Thr96Metp.T96MQ14019protein_codingdeleterious(0)probably_damaging(0.999)TCGA-CQ-A4C9-01Oral cavityhead & neck squamous cell carcinomaMale<65III/IVUnknownUnknownPD
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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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