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
23406COTL1P32T-EHumanEsophagusESCC1.03e-591.33e+000.1666
23406COTL1P36T-EHumanEsophagusESCC9.83e-107.56e-010.1187
23406COTL1P37T-EHumanEsophagusESCC4.69e-421.34e+000.1371
23406COTL1P38T-EHumanEsophagusESCC7.01e-041.73e-010.127
23406COTL1P39T-EHumanEsophagusESCC1.30e-174.97e-010.0894
23406COTL1P40T-EHumanEsophagusESCC1.31e-178.39e-010.109
23406COTL1P42T-EHumanEsophagusESCC1.57e-095.29e-010.1175
23406COTL1P44T-EHumanEsophagusESCC6.96e-178.15e-010.1096
23406COTL1P47T-EHumanEsophagusESCC1.41e-257.84e-010.1067
23406COTL1P48T-EHumanEsophagusESCC2.09e-042.58e-010.0959
23406COTL1P49T-EHumanEsophagusESCC2.09e-091.74e+000.1768
23406COTL1P52T-EHumanEsophagusESCC4.14e-511.52e+000.1555
23406COTL1P54T-EHumanEsophagusESCC1.86e-167.46e-010.0975
23406COTL1P57T-EHumanEsophagusESCC4.03e-144.68e-010.0926
23406COTL1P61T-EHumanEsophagusESCC3.35e-215.53e-010.099
23406COTL1P62T-EHumanEsophagusESCC2.83e-441.65e+000.1302
23406COTL1P65T-EHumanEsophagusESCC7.79e-291.01e+000.0978
23406COTL1P74T-EHumanEsophagusESCC1.42e-451.46e+000.1479
23406COTL1P75T-EHumanEsophagusESCC4.63e-641.43e+000.1125
23406COTL1P76T-EHumanEsophagusESCC6.05e-451.27e+000.1207
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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:00432549BreastPrecancerregulation of protein-containing complex assembly50/1080428/187231.63e-065.97e-0550
GO:19029039BreastPrecancerregulation of supramolecular fiber organization42/1080383/187234.92e-051.04e-0342
GO:00329709BreastPrecancerregulation of actin filament-based process42/1080397/187231.11e-042.01e-0342
GO:00070159BreastPrecanceractin filament organization44/1080442/187233.02e-044.35e-0344
GO:00329569BreastPrecancerregulation of actin cytoskeleton organization36/1080358/187238.56e-049.88e-0336
GO:01100539BreastPrecancerregulation of actin filament organization29/1080278/187231.50e-031.55e-0229
GO:004325414BreastIDCregulation of protein-containing complex assembly61/1434428/187231.77e-067.31e-0561
GO:003297014BreastIDCregulation of actin filament-based process56/1434397/187236.37e-061.99e-0456
GO:190290314BreastIDCregulation of supramolecular fiber organization54/1434383/187239.40e-062.66e-0454
GO:003295614BreastIDCregulation of actin cytoskeleton organization48/1434358/187231.03e-041.96e-0348
GO:000701514BreastIDCactin filament organization55/1434442/187232.45e-043.84e-0355
GO:011005314BreastIDCregulation of actin filament organization37/1434278/187237.01e-048.58e-0337
GO:00322719BreastIDCregulation of protein polymerization32/1434233/187239.19e-041.05e-0232
GO:00512589BreastIDCprotein polymerization38/1434297/187231.26e-031.34e-0238
GO:00325358BreastIDCregulation of cellular component size45/1434383/187232.72e-032.41e-0245
GO:004325424BreastDCISregulation of protein-containing complex assembly61/1390428/187236.32e-072.71e-0561
GO:003297024BreastDCISregulation of actin filament-based process56/1390397/187232.50e-068.74e-0556
GO:190290324BreastDCISregulation of supramolecular fiber organization54/1390383/187233.82e-061.16e-0454
GO:003295624BreastDCISregulation of actin cytoskeleton organization48/1390358/187234.82e-059.92e-0448
GO:000701524BreastDCISactin filament organization56/1390442/187235.90e-051.19e-0356
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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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