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: CLMN

Gene summary for CLMN

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CLMN

Gene ID

79789

Gene namecalmin
Gene AliasCLMN
Cytomap14q32.13
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

Q6NUQ2


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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
79789CLMNP104T-EHumanEsophagusESCC5.71e-045.59e-010.0931
79789CLMNP107T-EHumanEsophagusESCC3.44e-061.09e-010.171
79789CLMNP127T-EHumanEsophagusESCC2.45e-057.96e-020.0826
79789CLMNP128T-EHumanEsophagusESCC6.80e-259.38e-010.1241
79789CLMNP130T-EHumanEsophagusESCC6.63e-111.35e-010.1676
79789CLMNNAFLD1HumanLiverNAFLD9.81e-131.35e+00-0.04
79789CLMNS43HumanLiverCirrhotic6.33e-12-8.38e-02-0.0187
79789CLMNHCC1_MengHumanLiverHCC1.28e-61-1.62e-010.0246
79789CLMNHCC2_MengHumanLiverHCC3.41e-348.43e-020.0107
79789CLMNcirrhotic2HumanLiverCirrhotic1.86e-058.98e-020.0201
79789CLMNcirrhotic3HumanLiverCirrhotic2.30e-03-3.85e-020.0215
79789CLMNHCC1HumanLiverHCC1.23e-053.33e+000.5336
79789CLMNHCC2HumanLiverHCC1.30e-063.06e+000.5341
79789CLMNPt13.aHumanLiverHCC1.55e-03-1.79e-010.021
79789CLMNPt13.bHumanLiverHCC2.34e-08-7.93e-020.0251
79789CLMNPt14.aHumanLiverHCC2.20e-035.92e-020.0169
79789CLMNPt14.bHumanLiverHCC3.91e-031.08e-010.018
79789CLMNS014HumanLiverHCC7.48e-054.96e-010.2254
79789CLMNS015HumanLiverHCC6.99e-045.76e-010.2375
79789CLMNS016HumanLiverHCC6.59e-033.81e-010.2243
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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
∗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:0051656ColorectumADestablishment of organelle localization131/3918390/187233.00e-092.06e-07131
GO:0007097ColorectumADnuclear migration10/391820/187233.67e-032.60e-0210
GO:0051647ColorectumADnucleus localization11/391824/187235.43e-033.55e-0211
GO:00516561ColorectumSERestablishment of organelle localization100/2897390/187231.11e-076.79e-06100
GO:00070971ColorectumSERnuclear migration8/289720/187237.14e-034.99e-028
GO:00516471ColorectumSERnucleus localization9/289724/187237.19e-034.99e-029
GO:00516562ColorectumMSSestablishment of organelle localization115/3467390/187237.30e-083.67e-06115
GO:00070972ColorectumMSSnuclear migration9/346720/187235.90e-033.98e-029
GO:00516472ColorectumMSSnucleus localization10/346724/187237.25e-034.63e-0210
GO:00516563ColorectumFAPestablishment of organelle localization97/2622390/187235.91e-099.48e-0797
GO:00070973ColorectumFAPnuclear migration9/262220/187237.94e-048.35e-039
GO:00516473ColorectumFAPnucleus localization9/262224/187233.66e-032.60e-029
GO:00516564ColorectumCRCestablishment of organelle localization76/2078390/187236.53e-074.50e-0576
GO:00070974ColorectumCRCnuclear migration8/207820/187238.36e-041.04e-028
GO:00516474ColorectumCRCnucleus localization8/207824/187233.25e-032.81e-028
GO:005165616EsophagusHGINestablishment of organelle localization90/2587390/187234.27e-071.94e-0590
GO:005165617EsophagusESCCestablishment of organelle localization273/8552390/187239.13e-231.81e-20273
GO:00070979EsophagusESCCnuclear migration15/855220/187237.60e-032.71e-0215
GO:00516478EsophagusESCCnucleus localization17/855224/187231.13e-023.81e-0217
GO:00070975LiverNAFLDnuclear migration7/188220/187232.44e-032.27e-027
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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
CLMNSNVMissense_Mutationc.2603N>Tp.Arg868Metp.R868MQ96JQ2protein_codingdeleterious(0)possibly_damaging(0.862)TCGA-A8-A07W-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapyexemestaneSD
CLMNSNVMissense_Mutationrs747974986c.1189N>Ap.Asp397Asnp.D397NQ96JQ2protein_codingtolerated(0.28)benign(0.001)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CLMNSNVMissense_Mutationc.304N>Gp.Lys102Glup.K102EQ96JQ2protein_codingdeleterious(0.01)possibly_damaging(0.699)TCGA-AO-A0J8-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
CLMNSNVMissense_Mutationc.1762N>Ap.Glu588Lysp.E588KQ96JQ2protein_codingtolerated_low_confidence(0.1)benign(0.007)TCGA-BH-A1F8-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownPD
CLMNSNVMissense_Mutationrs754251662c.731N>Ap.Arg244Glnp.R244QQ96JQ2protein_codingdeleterious(0.05)probably_damaging(0.965)TCGA-D8-A1XQ-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CLMNinsertionFrame_Shift_Insnovelc.1799_1800insCp.His601SerfsTer3p.H601Sfs*3Q96JQ2protein_codingTCGA-A2-A0CP-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
CLMNinsertionFrame_Shift_Insnovelc.1797_1798insGGTCCTGCCTGGGAp.Asn600GlyfsTer11p.N600Gfs*11Q96JQ2protein_codingTCGA-A2-A0CP-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
CLMNinsertionNonsense_Mutationnovelc.499_500insGGTTGAGATCCTGGTGAATCATTTACCTTTCCAAGCp.Ser167delinsTrpLeuArgSerTrpTerIleIleTyrLeuSerLysProp.S167delinsWLRSW*IIYLSKPQ96JQ2protein_codingTCGA-A8-A08S-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyanastrozoleSD
CLMNinsertionFrame_Shift_Insnovelc.920_921insGTTTGTCCATCTTAACTTGAGGCTCTGGp.Ile307MetfsTer23p.I307Mfs*23Q96JQ2protein_codingTCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
CLMNinsertionFrame_Shift_Insnovelc.2081_2082insCAGCAAACTACCAp.Val695SerfsTer43p.V695Sfs*43Q96JQ2protein_codingTCGA-BH-A0AY-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapySD
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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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