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: CCDC141

Gene summary for CCDC141

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CCDC141

Gene ID

285025

Gene namecoiled-coil domain containing 141
Gene AliasCAMDI
Cytomap2q31.2
Gene Typeprotein-coding
GO ID

GO:0006928

UniProtAcc

B8ZZB3


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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
285025CCDC141RNA-P10T2-P10T2-2HumanLungAAH7.31e-035.54e-01-0.1406
285025CCDC141RNA-P25T1-P25T1-1HumanLungAIS1.67e-116.10e-01-0.2116
285025CCDC141RNA-P25T1-P25T1-2HumanLungAIS2.37e-024.54e-01-0.1941
285025CCDC141RNA-P25T1-P25T1-3HumanLungAIS7.22e-045.15e-01-0.2107
285025CCDC141RNA-P25T1-P25T1-4HumanLungAIS2.58e-074.38e-01-0.2119
285025CCDC141RNA-P6T2-P6T2-1HumanLungIAC1.39e-032.15e-01-0.0166
285025CCDC141RNA-P6T2-P6T2-3HumanLungIAC4.32e-031.56e-01-0.013
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
∗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:00219872LungIACcerebral cortex development27/2061114/187238.78e-051.77e-0327
GO:00215432LungIACpallium development33/2061169/187237.51e-049.82e-0333
GO:00309002LungIACforebrain development61/2061379/187231.52e-031.61e-0261
GO:00516424LungIACcentrosome localization10/206132/187231.68e-031.76e-0210
GO:00618424LungIACmicrotubule organizing center localization10/206133/187232.18e-032.15e-0210
GO:0021795LungIACcerebral cortex cell migration11/206142/187234.72e-033.68e-0211
GO:0022029LungIACtelencephalon cell migration13/206156/187236.78e-034.73e-0213
GO:003090011LungAISforebrain development55/1849379/187232.37e-032.48e-0255
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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
CCDC141SNVMissense_Mutationnovelc.1604C>Tp.Ser535Leup.S535Lprotein_codingtolerated(0.4)benign(0)TCGA-5L-AAT1-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyletrozolSD
CCDC141SNVMissense_Mutationnovelc.2212N>Gp.Phe738Valp.F738Vprotein_codingtolerated(0.49)benign(0.012)TCGA-A2-A0D0-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
CCDC141SNVMissense_Mutationc.2125N>Cp.Val709Leup.V709Lprotein_codingtolerated(0.66)benign(0.007)TCGA-A2-A0YJ-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycytoxanPD
CCDC141SNVMissense_Mutationrs550596462c.1859N>Tp.Thr620Ilep.T620Iprotein_codingtolerated(0.08)benign(0.01)TCGA-D8-A1XC-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownPD
CCDC141SNVMissense_Mutationc.1517N>Tp.Ser506Leup.S506Lprotein_codingdeleterious(0.03)benign(0.044)TCGA-E2-A1IH-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyaromasinSD
CCDC141insertionNonsense_Mutationnovelc.966_967insTTAATTCTATCTCCTCCCCCTCAACTGTAACAAATCCACAp.Ser323LeufsTer10p.S323Lfs*10protein_codingTCGA-A2-A0EM-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
CCDC141insertionNonsense_Mutationnovelc.967_968insCAGTGGTAATAATATTTGCTATCTAGACATTp.Ser323ThrfsTer9p.S323Tfs*9protein_codingTCGA-A2-A0EO-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
CCDC141insertionFrame_Shift_Insnovelc.2123_2124insATATAAAGp.Val709TyrfsTer39p.V709Yfs*39protein_codingTCGA-A8-A07R-01Breastbreast invasive carcinomaFemale>=65III/IVAncillaryzoledronicSD
CCDC141insertionNonsense_Mutationnovelc.2122_2123insACCTTTAAGAAAAATAAAAGGTAACp.Ser708TyrfsTer3p.S708Yfs*3protein_codingTCGA-A8-A07R-01Breastbreast invasive carcinomaFemale>=65III/IVAncillaryzoledronicSD
CCDC141insertionFrame_Shift_Insnovelc.1968_1969insATGTGGGTTACTTTTAAACATTTAGAp.Asp657MetfsTer43p.D657Mfs*43protein_codingTCGA-A8-A09A-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
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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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