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: CGNL1

Gene summary for CGNL1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CGNL1

Gene ID

84952

Gene namecingulin like 1
Gene AliasJACOP
Cytomap15q21.3
Gene Typeprotein-coding
GO ID

GO:0006996

UniProtAcc

Q0VF96


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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
84952CGNL1NAFLD1HumanLiverNAFLD3.17e-098.77e-01-0.04
84952CGNL1S43HumanLiverCirrhotic3.82e-04-1.47e-01-0.0187
84952CGNL1HCC1_MengHumanLiverHCC2.14e-37-1.29e-010.0246
84952CGNL1HCC2_MengHumanLiverHCC1.42e-05-1.74e-010.0107
84952CGNL1HCC1HumanLiverHCC4.88e-043.65e+000.5336
84952CGNL1HCC2HumanLiverHCC3.37e-264.98e+000.5341
84952CGNL1HCC5HumanLiverHCC2.34e-032.82e+000.4932
84952CGNL1Pt13.aHumanLiverHCC3.65e-02-1.71e-010.021
84952CGNL1S027HumanLiverHCC2.94e-023.92e-010.2446
84952CGNL1S028HumanLiverHCC9.12e-053.65e-010.2503
84952CGNL1S029HumanLiverHCC4.07e-022.56e-010.2581
84952CGNL1RNA-P25T1-P25T1-1HumanLungAIS1.89e-095.26e-01-0.2116
84952CGNL1RNA-P25T1-P25T1-2HumanLungAIS3.71e-024.84e-01-0.1941
84952CGNL1RNA-P25T1-P25T1-3HumanLungAIS3.89e-066.01e-01-0.2107
84952CGNL1RNA-P25T1-P25T1-4HumanLungAIS4.19e-136.77e-01-0.2119
84952CGNL1RNA-P6T2-P6T2-3HumanLungIAC7.99e-051.06e-01-0.013
84952CGNL1RNA-P7T1-P7T1-1HumanLungAIS2.07e-056.38e-01-0.0961
84952CGNL1RNA-P7T1-P7T1-2HumanLungAIS6.71e-066.83e-01-0.0876
84952CGNL1RNA-P7T1-P7T1-3HumanLungAIS1.15e-077.14e-01-0.0822
84952CGNL1RNA-P7T1-P7T1-4HumanLungAIS1.56e-087.52e-01-0.0809
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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:00070157LiverNAFLDactin filament organization78/1882442/187235.44e-073.21e-0578
GO:00310326LiverNAFLDactomyosin structure organization41/1882196/187234.26e-061.66e-0441
GO:00510564LiverNAFLDregulation of small GTPase mediated signal transduction56/1882302/187234.62e-061.75e-0456
GO:19029037LiverNAFLDregulation of supramolecular fiber organization66/1882383/187238.97e-062.96e-0466
GO:00329707LiverNAFLDregulation of actin filament-based process66/1882397/187232.92e-057.72e-0466
GO:00329567LiverNAFLDregulation of actin cytoskeleton organization60/1882358/187235.20e-051.20e-0360
GO:01100537LiverNAFLDregulation of actin filament organization49/1882278/187236.88e-051.46e-0349
GO:00510583LiverNAFLDnegative regulation of small GTPase mediated signal transduction16/188256/187238.53e-051.72e-0316
GO:00300387LiverNAFLDcontractile actin filament bundle assembly24/1882106/187231.10e-042.13e-0324
GO:00431497LiverNAFLDstress fiber assembly24/1882106/187231.10e-042.13e-0324
GO:01100207LiverNAFLDregulation of actomyosin structure organization22/1882100/187233.22e-044.98e-0322
GO:00514927LiverNAFLDregulation of stress fiber assembly20/188291/187235.98e-047.95e-0320
GO:00615727LiverNAFLDactin filament bundle organization29/1882161/187231.37e-031.54e-0229
GO:00322317LiverNAFLDregulation of actin filament bundle assembly21/1882105/187231.60e-031.71e-0221
GO:00510177LiverNAFLDactin filament bundle assembly28/1882157/187231.91e-031.93e-0228
GO:000701512LiverCirrhoticactin filament organization171/4634442/187233.93e-112.30e-09171
GO:190290312LiverCirrhoticregulation of supramolecular fiber organization148/4634383/187238.85e-104.08e-08148
GO:003297012LiverCirrhoticregulation of actin filament-based process152/4634397/187231.12e-095.00e-08152
GO:003295612LiverCirrhoticregulation of actin cytoskeleton organization136/4634358/187231.47e-085.49e-07136
GO:005101712LiverCirrhoticactin filament bundle assembly69/4634157/187231.06e-073.05e-0669
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0453014LiverNAFLDTight junction33/1043169/84654.52e-034.12e-023.32e-0233
hsa0453015LiverNAFLDTight junction33/1043169/84654.52e-034.12e-023.32e-0233
hsa0453022LiverCirrhoticTight junction82/2530169/84652.14e-072.85e-061.76e-0682
hsa0453032LiverCirrhoticTight junction82/2530169/84652.14e-072.85e-061.76e-0682
hsa0453042LiverHCCTight junction110/4020169/84652.45e-062.28e-051.27e-05110
hsa0453052LiverHCCTight junction110/4020169/84652.45e-062.28e-051.27e-05110
hsa0453023LungAISTight junction46/961169/84657.79e-094.33e-072.77e-0746
hsa0453033LungAISTight junction46/961169/84657.79e-094.33e-072.77e-0746
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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
CGNL1SNVMissense_Mutationc.746N>Tp.Ala249Valp.A249VQ0VF96protein_codingtolerated(0.19)benign(0.015)TCGA-A2-A0CP-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
CGNL1SNVMissense_Mutationnovelc.2311N>Tp.Val771Phep.V771FQ0VF96protein_codingdeleterious(0)possibly_damaging(0.897)TCGA-A2-A0CS-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapyanastrozoleSD
CGNL1SNVMissense_Mutationc.1538N>Tp.Thr513Ilep.T513IQ0VF96protein_codingtolerated(0.2)benign(0.003)TCGA-A8-A06X-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CGNL1SNVMissense_Mutationnovelc.739G>Cp.Glu247Glnp.E247QQ0VF96protein_codingtolerated(0.33)benign(0.003)TCGA-A8-A08F-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapy5-fluorouracilCR
CGNL1SNVMissense_Mutationc.511G>Cp.Glu171Glnp.E171QQ0VF96protein_codingtolerated(0.48)benign(0.007)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
CGNL1SNVMissense_Mutationnovelc.1130G>Tp.Arg377Ilep.R377IQ0VF96protein_codingdeleterious(0)probably_damaging(0.997)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CGNL1SNVMissense_Mutationc.72N>Ap.Asp24Glup.D24EQ0VF96protein_codingtolerated_low_confidence(0.32)benign(0)TCGA-D8-A1XK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicine+cyclophosphamideSD
CGNL1insertionNonsense_Mutationnovelc.1208_1209insGCTCGGTCCCGGAGGTCCTCCTCGTCATCCACAACTCp.Tyr403Terp.Y403*Q0VF96protein_codingTCGA-A7-A0CJ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
CGNL1deletionFrame_Shift_Delnovelc.738delAp.Glu247ArgfsTer11p.E247Rfs*11Q0VF96protein_codingTCGA-A8-A08F-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapy5-fluorouracilCR
CGNL1insertionNonsense_Mutationnovelc.694_695insAAATAATATTTTCp.Ser232Terp.S232*Q0VF96protein_codingTCGA-AN-A0FN-01Breastbreast invasive 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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