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: MUCL1

Gene summary for MUCL1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MUCL1

Gene ID

118430

Gene namemucin like 1
Gene AliasSBEM
Cytomap12q13.2
Gene Typeprotein-coding
GO ID

GO:0005575

UniProtAcc

Q96DR8


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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
118430MUCL1GSM4909281HumanBreastIDC1.86e-06-3.02e-010.21
118430MUCL1GSM4909282HumanBreastIDC6.00e-06-2.99e-01-0.0288
118430MUCL1GSM4909285HumanBreastIDC6.74e-13-3.26e-010.21
118430MUCL1GSM4909286HumanBreastIDC1.49e-12-3.26e-010.1081
118430MUCL1GSM4909287HumanBreastIDC3.33e-07-2.83e-010.2057
118430MUCL1GSM4909290HumanBreastIDC2.38e-1452.15e+000.2096
118430MUCL1GSM4909294HumanBreastIDC1.58e-055.28e-010.2022
118430MUCL1GSM4909295HumanBreastIDC2.48e-04-3.26e-010.0898
118430MUCL1GSM4909296HumanBreastIDC1.63e-441.16e+000.1524
118430MUCL1GSM4909297HumanBreastIDC5.51e-04-2.30e-010.1517
118430MUCL1GSM4909298HumanBreastIDC6.42e-05-2.98e-010.1551
118430MUCL1GSM4909301HumanBreastIDC3.52e-11-3.19e-010.1577
118430MUCL1GSM4909302HumanBreastIDC3.88e-11-3.26e-010.1545
118430MUCL1GSM4909303HumanBreastIDC8.76e-035.23e-010.0438
118430MUCL1GSM4909304HumanBreastIDC2.54e-09-3.09e-010.1636
118430MUCL1GSM4909305HumanBreastIDC4.66e-03-2.75e-010.0436
118430MUCL1GSM4909307HumanBreastIDC6.74e-13-3.26e-010.1569
118430MUCL1GSM4909308HumanBreastIDC3.01e-07-3.18e-010.158
118430MUCL1GSM4909311HumanBreastIDC6.74e-13-3.26e-010.1534
118430MUCL1GSM4909312HumanBreastIDC3.04e-13-3.20e-010.1552
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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
∗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
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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
MUCL1SNVMissense_Mutationrs539263727c.251N>Tp.Pro84Leup.P84LQ96DR8protein_codingtolerated_low_confidence(1)benign(0)TCGA-ZJ-AAXU-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
MUCL1SNVMissense_Mutationrs768368179c.118N>Ap.Glu40Lysp.E40KQ96DR8protein_codingtolerated_low_confidence(0.07)benign(0.346)TCGA-CI-6619-01Colorectumrectum adenocarcinomaMale<65III/IVUnknownUnknownSD
MUCL1SNVMissense_Mutationrs545800314c.121N>Ap.Ala41Thrp.A41TQ96DR8protein_codingtolerated_low_confidence(0.29)benign(0.058)TCGA-AP-A059-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
MUCL1SNVMissense_Mutationrs539263727c.251C>Tp.Pro84Leup.P84LQ96DR8protein_codingtolerated_low_confidence(1)benign(0)TCGA-EO-A22R-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
MUCL1SNVMissense_Mutationnovelc.60N>Tp.Gln20Hisp.Q20HQ96DR8protein_codingdeleterious_low_confidence(0.01)probably_damaging(0.957)TCGA-EO-A22X-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnspecificCarboplatinComplete Response
MUCL1SNVMissense_Mutationnovelc.176C>Ap.Thr59Asnp.T59NQ96DR8protein_codingdeleterious_low_confidence(0)possibly_damaging(0.881)TCGA-67-4679-01Lunglung adenocarcinomaMale>=65I/IIUnknownUnknownSD
MUCL1SNVMissense_Mutationrs201140321c.65C>Tp.Pro22Leup.P22LQ96DR8protein_codingdeleterious_low_confidence(0.01)benign(0.013)TCGA-XK-AAIW-01Prostateprostate adenocarcinomaMale>=659UnknownUnknownPD
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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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