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: SNRPB2

Gene summary for SNRPB2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SNRPB2

Gene ID

6629

Gene namesmall nuclear ribonucleoprotein polypeptide B2
Gene AliasMsl1
Cytomap20p12.1
Gene Typeprotein-coding
GO ID

GO:0000375

UniProtAcc

P08579


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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
6629SNRPB2GSM4909281HumanBreastIDC4.41e-043.12e-010.21
6629SNRPB2GSM4909282HumanBreastIDC3.45e-103.99e-01-0.0288
6629SNRPB2GSM4909291HumanBreastIDC8.27e-053.57e-010.1753
6629SNRPB2GSM4909292HumanBreastIDC1.27e-149.10e-010.1236
6629SNRPB2GSM4909294HumanBreastIDC3.34e-049.39e-020.2022
6629SNRPB2GSM4909295HumanBreastIDC8.29e-043.92e-010.0898
6629SNRPB2GSM4909296HumanBreastIDC1.72e-095.27e-020.1524
6629SNRPB2GSM4909297HumanBreastIDC7.17e-201.31e-010.1517
6629SNRPB2GSM4909298HumanBreastIDC4.51e-042.99e-010.1551
6629SNRPB2GSM4909311HumanBreastIDC1.01e-35-9.11e-020.1534
6629SNRPB2GSM4909312HumanBreastIDC3.83e-161.07e-010.1552
6629SNRPB2GSM4909315HumanBreastIDC1.40e-063.54e-010.21
6629SNRPB2GSM4909316HumanBreastIDC1.20e-022.99e-010.21
6629SNRPB2GSM4909317HumanBreastIDC2.84e-781.12e+000.1355
6629SNRPB2GSM4909318HumanBreastIDC2.23e-391.23e+000.2031
6629SNRPB2GSM4909319HumanBreastIDC1.26e-36-2.92e-010.1563
6629SNRPB2GSM4909320HumanBreastIDC1.76e-08-2.70e-010.1575
6629SNRPB2GSM4909321HumanBreastIDC2.23e-19-2.04e-010.1559
6629SNRPB2brca2HumanBreastPrecancer6.99e-083.45e-01-0.024
6629SNRPB2brca3HumanBreastPrecancer1.80e-143.82e-01-0.0263
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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
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
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
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
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
ThyroidThe 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.ATC: Anaplastic thyroid cancer
HT: Hashimoto's thyroiditis
PTC: Papillary thyroid cancer
∗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:000838019ProstateTumorRNA splicing153/3246434/187239.15e-205.79e-17153
GO:000037518ProstateTumorRNA splicing, via transesterification reactions119/3246324/187233.40e-171.06e-14119
GO:000037718ProstateTumorRNA splicing, via transesterification reactions with bulged adenosine as nucleophile117/3246320/187239.31e-172.22e-14117
GO:000039818ProstateTumormRNA splicing, via spliceosome117/3246320/187239.31e-172.22e-14117
GO:0008380112SkincSCCRNA splicing263/4864434/187232.45e-535.13e-50263
GO:0000375112SkincSCCRNA splicing, via transesterification reactions201/4864324/187234.07e-435.10e-40201
GO:0000377112SkincSCCRNA splicing, via transesterification reactions with bulged adenosine as nucleophile197/4864320/187231.45e-411.14e-38197
GO:0000398112SkincSCCmRNA splicing, via spliceosome197/4864320/187231.45e-411.14e-38197
GO:000838028ThyroidHTRNA splicing84/1272434/187231.23e-181.14e-1584
GO:000037527ThyroidHTRNA splicing, via transesterification reactions66/1272324/187234.86e-162.08e-1366
GO:000037727ThyroidHTRNA splicing, via transesterification reactions with bulged adenosine as nucleophile65/1272320/187239.43e-163.50e-1365
GO:000039827ThyroidHTmRNA splicing, via spliceosome65/1272320/187239.43e-163.50e-1365
GO:0008380113ThyroidPTCRNA splicing273/5968434/187234.44e-411.40e-37273
GO:0000375113ThyroidPTCRNA splicing, via transesterification reactions202/5968324/187236.81e-303.91e-27202
GO:0000377113ThyroidPTCRNA splicing, via transesterification reactions with bulged adenosine as nucleophile199/5968320/187232.96e-291.44e-26199
GO:0000398113ThyroidPTCmRNA splicing, via spliceosome199/5968320/187232.96e-291.44e-26199
GO:000037728ThyroidgoitersRNA splicing, via transesterification reactions with bulged adenosine as nucleophile26/497320/187234.75e-073.12e-0526
GO:000039828ThyroidgoitersmRNA splicing, via spliceosome26/497320/187234.75e-073.12e-0526
GO:000037528ThyroidgoitersRNA splicing, via transesterification reactions26/497324/187236.03e-073.78e-0526
GO:000838029ThyroidgoitersRNA splicing31/497434/187236.49e-073.95e-0531
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa030408BreastPrecancerSpliceosome39/684217/84651.44e-062.27e-051.74e-0539
hsa0304013BreastPrecancerSpliceosome39/684217/84651.44e-062.27e-051.74e-0539
hsa0304023BreastIDCSpliceosome40/867217/84651.53e-041.42e-031.06e-0340
hsa0304033BreastIDCSpliceosome40/867217/84651.53e-041.42e-031.06e-0340
hsa0304043BreastDCISSpliceosome40/846217/84658.97e-058.52e-046.28e-0440
hsa0304053BreastDCISSpliceosome40/846217/84658.97e-058.52e-046.28e-0440
hsa03040ColorectumADSpliceosome73/2092217/84651.73e-039.68e-036.18e-0373
hsa030401ColorectumADSpliceosome73/2092217/84651.73e-039.68e-036.18e-0373
hsa030402ColorectumMSSSpliceosome66/1875217/84652.58e-031.27e-027.81e-0366
hsa030403ColorectumMSSSpliceosome66/1875217/84652.58e-031.27e-027.81e-0366
hsa030409EndometriumAEHSpliceosome54/1197217/84651.47e-051.65e-041.21e-0454
hsa0304014EndometriumAEHSpliceosome54/1197217/84651.47e-051.65e-041.21e-0454
hsa0304024EndometriumEECSpliceosome54/1237217/84653.78e-053.88e-042.89e-0454
hsa0304034EndometriumEECSpliceosome54/1237217/84653.78e-053.88e-042.89e-0454
hsa0304018EsophagusHGINSpliceosome79/1383217/84653.22e-137.00e-125.56e-1279
hsa0304019EsophagusHGINSpliceosome79/1383217/84653.22e-137.00e-125.56e-1279
hsa0304027EsophagusESCCSpliceosome128/4205217/84653.31e-038.79e-034.50e-03128
hsa0304037EsophagusESCCSpliceosome128/4205217/84653.31e-038.79e-034.50e-03128
hsa030407LiverCirrhoticSpliceosome102/2530217/84655.69e-089.47e-075.84e-07102
hsa0304012LiverCirrhoticSpliceosome102/2530217/84655.69e-089.47e-075.84e-07102
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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
SNRPB2SNVMissense_Mutationc.25A>Tp.Ile9Phep.I9FP08579protein_codingdeleterious(0)possibly_damaging(0.544)TCGA-CK-5913-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
SNRPB2SNVMissense_Mutationc.377N>Tp.Gln126Leup.Q126LP08579protein_codingtolerated(0.31)benign(0)TCGA-D5-6540-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
SNRPB2SNVMissense_Mutationnovelc.46G>Tp.Asp16Tyrp.D16YP08579protein_codingdeleterious(0)possibly_damaging(0.702)TCGA-EI-6917-01Colorectumrectum adenocarcinomaMale<65III/IVChemotherapy5fluorouracil+oxaciplatina+l-folinianSD
SNRPB2SNVMissense_Mutationnovelc.79N>Ap.Leu27Ilep.L27IP08579protein_codingdeleterious(0.03)probably_damaging(1)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
SNRPB2SNVMissense_Mutationnovelc.498N>Tp.Met166Ilep.M166IP08579protein_codingdeleterious(0.01)probably_damaging(0.944)TCGA-AJ-A3IA-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
SNRPB2SNVMissense_Mutationrs760943329c.182N>Tp.Ser61Leup.S61LP08579protein_codingdeleterious(0)probably_damaging(0.996)TCGA-AX-A05Z-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapyadriamycinSD
SNRPB2SNVMissense_Mutationnovelc.471N>Ap.Asn157Lysp.N157KP08579protein_codingdeleterious(0.02)possibly_damaging(0.734)TCGA-AX-A05Z-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapyadriamycinSD
SNRPB2SNVMissense_Mutationc.227G>Ap.Gly76Aspp.G76DP08579protein_codingtolerated(1)benign(0.006)TCGA-BS-A0TC-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
SNRPB2SNVMissense_Mutationnovelc.262N>Cp.Ser88Prop.S88PP08579protein_codingdeleterious(0)probably_damaging(0.99)TCGA-D1-A17Q-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
SNRPB2SNVMissense_Mutationnovelc.217C>Tp.Pro73Serp.P73SP08579protein_codingdeleterious(0.02)probably_damaging(0.999)TCGA-E6-A1LX-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
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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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