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: MSMB

Gene summary for MSMB

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MSMB

Gene ID

4477

Gene namemicroseminoprotein beta
Gene AliasHPC13
Cytomap10q11.22
Gene Typeprotein-coding
GO ID

GO:0008150

UniProtAcc

P08118


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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
4477MSMBLZE5THumanEsophagusESCC2.70e-111.99e+000.0514
4477MSMBP8T-EHumanEsophagusESCC2.78e-282.27e+000.0889
4477MSMBP15T-EHumanEsophagusESCC1.29e-029.66e-020.1149
4477MSMBP23T-EHumanEsophagusESCC1.41e-051.23e-010.108
4477MSMBP54T-EHumanEsophagusESCC3.48e-115.12e-010.0975
4477MSMBP61T-EHumanEsophagusESCC1.77e-063.50e-010.099
4477MSMBP62T-EHumanEsophagusESCC4.56e-074.26e-010.1302
4477MSMBP75T-EHumanEsophagusESCC6.38e-044.47e-010.1125
4477MSMBP83T-EHumanEsophagusESCC5.17e-032.69e-010.1738
4477MSMBP94T-EHumanEsophagusESCC1.05e-153.49e+000.0879
4477MSMBP104T-EHumanEsophagusESCC2.26e-111.54e+000.0931
4477MSMBP127T-EHumanEsophagusESCC1.90e-032.92e-020.0826
4477MSMBC43HumanOral cavityOSCC9.26e-071.67e-010.1704
4477MSMBC46HumanOral cavityOSCC8.79e-368.21e-010.1673
4477MSMBC08HumanOral cavityOSCC7.57e-135.21e-010.1919
4477MSMBLN38HumanOral cavityOSCC1.54e-032.78e+000.168
4477MSMBLN46HumanOral cavityOSCC8.31e-135.52e-010.1666
4477MSMBSYSMH1HumanOral cavityOSCC3.50e-028.01e-020.1127
4477MSMBGSM5252127_BPH283PrSF_ViaHumanProstateBPH1.20e-02-5.08e-01-0.1453
4477MSMBGSM5252129_BPH327PrSF_ViaHumanProstateBPH4.59e-02-5.66e-01-0.1697
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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
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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
∗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
MSMBSNVMissense_Mutationnovelc.304N>Tp.Asp102Tyrp.D102YP08118protein_codingdeleterious(0)possibly_damaging(0.89)TCGA-A6-3809-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
MSMBSNVMissense_Mutationnovelc.35N>Tp.Ala12Valp.A12VP08118protein_codingdeleterious(0)benign(0.092)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
MSMBSNVMissense_Mutationnovelc.336G>Tp.Trp112Cysp.W112CP08118protein_codingdeleterious(0.02)probably_damaging(0.989)TCGA-AP-A056-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
MSMBSNVMissense_Mutationnovelc.180N>Gp.Cys60Trpp.C60WP08118protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AP-A059-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
MSMBSNVMissense_Mutationnovelc.57T>Gp.Asn19Lysp.N19KP08118protein_codingdeleterious(0.05)benign(0.406)TCGA-DF-A2KU-01Endometriumuterine corpus endometrioid carcinomaFemaleUnknownI/IIUnknownUnknownSD
MSMBSNVMissense_Mutationnovelc.175A>Gp.Thr59Alap.T59AP08118protein_codingtolerated(0.51)benign(0.001)TCGA-EO-A22R-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
MSMBSNVMissense_Mutationnovelc.43N>Ap.Val15Metp.V15MP08118protein_codingtolerated(0.13)benign(0.149)TCGA-EO-A22U-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
MSMBSNVMissense_Mutationnovelc.10N>Ap.Leu4Ilep.L4IP08118protein_codingdeleterious(0.03)possibly_damaging(0.665)TCGA-EY-A1GI-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
MSMBSNVMissense_Mutationnovelc.151N>Cp.Glu51Glnp.E51QP08118protein_codingtolerated(0.33)benign(0.003)TCGA-44-7667-01Lunglung adenocarcinomaFemale<65I/IIUnknownUnknownSD
MSMBSNVMissense_Mutationnovelc.154T>Ap.Trp52Argp.W52RP08118protein_codingdeleterious(0)probably_damaging(1)TCGA-62-A470-01Lunglung adenocarcinomaMale>=65I/IIUnknownUnknownPD
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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
4477MSMBDRUGGABLE GENOME, CLINICALLY ACTIONABLETigapotideTIGAPOTIDE
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