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: MUCL3

Gene summary for MUCL3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MUCL3

Gene ID

135656

Gene namemucin like 3
Gene AliasC6orf37
Cytomap6p21.33
Gene Typeprotein-coding
GO ID

GO:0008150

UniProtAcc

E9PEI6


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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
135656MUCL3HTA12-9-1HumanPancreasPDAC7.67e-321.33e+000.1532
135656MUCL3HTA12-9-2HumanPancreasPDAC8.35e-199.19e-010.0835
135656MUCL3HTA12-9-3HumanPancreasPDAC4.13e-078.35e-010.2045
135656MUCL3Pat02-BHumanStomachGC4.40e-408.50e-010.0368
135656MUCL3Pat03-BHumanStomachGC8.68e-031.50e-010.3693
135656MUCL3Pat04-BHumanStomachGC4.50e-114.52e-01-0.1483
135656MUCL3Pat05-BHumanStomachGC3.80e-074.15e-01-0.0353
135656MUCL3Pat06-BHumanStomachGC6.82e-164.35e-01-0.1961
135656MUCL3Pat08-BHumanStomachGC1.69e-022.41e-010.0182
135656MUCL3Pat10-BHumanStomachGC3.96e-137.57e-010.084
135656MUCL3Pat11-BHumanStomachGC3.11e-207.14e-01-0.182
135656MUCL3Pat12-BHumanStomachGC2.83e-216.03e-010.0325
135656MUCL3Pat13-BHumanStomachGC1.86e-063.19e-010.0555
135656MUCL3Pat15-BHumanStomachGC8.28e-073.06e-01-0.0778
135656MUCL3Pat17-BHumanStomachGC8.72e-114.04e-010.3109
135656MUCL3Pat18-BHumanStomachGC1.35e-329.94e-01-0.0432
135656MUCL3Pat19-BHumanStomachGC3.53e-052.76e-010.0826
135656MUCL3Pat22-BHumanStomachGC5.41e-451.05e+00-0.1042
135656MUCL3Pat24-BHumanStomachGC1.16e-208.03e-01-0.1184
135656MUCL3Pat25-AHumanStomachCAG with IM2.02e-072.14e-01-0.1648
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
∗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
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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
135656MUCL3NAgemcitabineGEMCITABINE31616045
135656MUCL3NAcarboplatinCARBOPLATIN31616045
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