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: MUC5B

Gene summary for MUC5B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MUC5B

Gene ID

727897

Gene namemucin 5B, oligomeric mucus/gel-forming
Gene AliasMG1
Cytomap11p15.5
Gene Typeprotein-coding
GO ID

GO:0005575

UniProtAcc

Q9HC84


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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
727897MUC5BCA_HPV_1HumanCervixCC1.81e-35-9.75e-010.0264
727897MUC5BCA_HPV_2HumanCervixCC2.07e-26-9.50e-010.0391
727897MUC5BCA_HPV_3HumanCervixCC2.34e-23-9.25e-010.0414
727897MUC5BHSIL_HPV_1HumanCervixHSIL_HPV3.87e-06-5.97e-010.0116
727897MUC5BHSIL_HPV_2HumanCervixHSIL_HPV3.52e-05-1.91e-010.0208
727897MUC5BN_HPV_1HumanCervixN_HPV2.88e-09-6.64e-010.0079
727897MUC5BN_HPV_2HumanCervixN_HPV1.75e-08-6.64e-01-0.0131
727897MUC5BCCI_1HumanCervixCC4.44e-10-9.75e-010.528
727897MUC5BCCI_2HumanCervixCC3.15e-09-9.75e-010.5249
727897MUC5BCCI_3HumanCervixCC1.68e-13-9.75e-010.516
727897MUC5BCCII_1HumanCervixCC1.00e-18-9.75e-010.3249
727897MUC5BTumorHumanCervixCC7.90e-34-9.75e-010.1241
727897MUC5Bsample1HumanCervixCC1.18e-15-9.75e-010.0959
727897MUC5Bsample3HumanCervixCC2.01e-33-9.75e-010.1387
727897MUC5BH2HumanCervixHSIL_HPV2.62e-389.26e-010.0632
727897MUC5BL1HumanCervixCC1.55e-20-9.75e-010.0802
727897MUC5BT1HumanCervixCC6.11e-31-9.69e-010.0918
727897MUC5BT3HumanCervixCC4.67e-35-9.75e-010.1389
727897MUC5BHTA11_3410_2000001011HumanColorectumAD2.69e-09-5.26e-010.0155
727897MUC5BHTA11_1938_2000001011HumanColorectumAD5.86e-06-6.05e-01-0.0811
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
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
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid Cancer
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
Oral CavityThe 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.EOLP: Erosive Oral lichen planus
LP: leukoplakia
NEOLP: Non-erosive oral lichen planus
OSCC: Oral squamous cell carcinoma
∗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
hsa0465718CervixCCIL-17 signaling pathway31/126794/84658.71e-067.43e-054.39e-0531
hsa0465719CervixCCIL-17 signaling pathway31/126794/84658.71e-067.43e-054.39e-0531
hsa0465722CervixHSIL_HPVIL-17 signaling pathway15/45994/84651.45e-041.74e-031.40e-0315
hsa0465732CervixHSIL_HPVIL-17 signaling pathway15/45994/84651.45e-041.74e-031.40e-0315
hsa0465742CervixN_HPVIL-17 signaling pathway16/34994/84651.20e-061.64e-051.28e-0516
hsa0465752CervixN_HPVIL-17 signaling pathway16/34994/84651.20e-061.64e-051.28e-0516
hsa04970ColorectumFAPSalivary secretion24/140493/84651.52e-024.99e-023.03e-0224
hsa049701ColorectumFAPSalivary secretion24/140493/84651.52e-024.99e-023.03e-0224
hsa049702ColorectumCRCSalivary secretion22/109193/84653.03e-031.91e-021.29e-0222
hsa049703ColorectumCRCSalivary secretion22/109193/84653.03e-031.91e-021.29e-0222
hsa0465720EndometriumEECIL-17 signaling pathway23/123794/84657.61e-033.63e-022.71e-0223
hsa04657110EndometriumEECIL-17 signaling pathway23/123794/84657.61e-033.63e-022.71e-0223
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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
MUC5BSNVMissense_Mutationc.6115N>Tp.Pro2039Serp.P2039SQ9HC84protein_codingtolerated(0.59)benign(0.006)TCGA-A1-A0SN-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyacSD
MUC5BSNVMissense_Mutationnovelc.4519N>Gp.Cys1507Glyp.C1507GQ9HC84protein_codingdeleterious(0)probably_damaging(0.989)TCGA-A1-A0SO-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapySD
MUC5BSNVMissense_Mutationnovelc.2488N>Tp.His830Tyrp.H830YQ9HC84protein_codingdeleterious(0)possibly_damaging(0.728)TCGA-A7-A56D-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
MUC5BSNVMissense_Mutationc.6863N>Tp.Pro2288Leup.P2288LQ9HC84protein_codingtolerated(0.23)benign(0.09)TCGA-A8-A07O-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyCR
MUC5BSNVMissense_Mutationc.13022N>Tp.Thr4341Ilep.T4341IQ9HC84protein_codingdeleterious(0.02)benign(0.031)TCGA-A8-A09D-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinCR
MUC5BSNVMissense_Mutationc.7852N>Ap.Ala2618Thrp.A2618TQ9HC84protein_codingtolerated(0.4)benign(0.003)TCGA-A8-A09Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
MUC5BSNVMissense_Mutationnovelc.10463C>Gp.Ser3488Cysp.S3488CQ9HC84protein_codingdeleterious(0.03)possibly_damaging(0.712)TCGA-AC-A5XS-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyfemaraSD
MUC5BSNVMissense_Mutationrs374072351c.4427N>Tp.Ser1476Leup.S1476LQ9HC84protein_codingdeleterious(0.01)benign(0.085)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
MUC5BSNVMissense_Mutationc.8552N>Gp.Ser2851Trpp.S2851WQ9HC84protein_codingdeleterious(0)possibly_damaging(0.751)TCGA-AO-A0JA-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyleuprolideSD
MUC5BSNVMissense_Mutationrs371254219c.5357N>Tp.Pro1786Leup.P1786LQ9HC84protein_codingdeleterious(0.01)benign(0.347)TCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
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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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