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: SMC1B

Gene summary for SMC1B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SMC1B

Gene ID

27127

Gene namestructural maintenance of chromosomes 1B
Gene AliasSMC1BETA
Cytomap22q13.31
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

Q8NDV3


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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
27127SMC1BCA_HPV_2HumanCervixCC6.70e-142.91e-010.0391
27127SMC1BHSIL_HPV_2HumanCervixHSIL_HPV1.49e-133.21e-010.0208
27127SMC1BCCI_3HumanCervixCC2.70e-197.50e-010.516
27127SMC1BCCII_1HumanCervixCC1.26e-092.71e-010.3249
27127SMC1BTumorHumanCervixCC3.83e-041.19e-010.1241
27127SMC1Bsample1HumanCervixCC3.25e-052.06e-010.0959
27127SMC1Bsample3HumanCervixCC4.15e-091.66e-010.1387
27127SMC1BT1HumanCervixCC4.87e-092.25e-010.0918
27127SMC1BT3HumanCervixCC1.91e-091.51e-010.1389
27127SMC1BC43HumanOral cavityOSCC4.47e-274.52e-010.1704
27127SMC1BC46HumanOral cavityOSCC2.67e-551.22e+000.1673
27127SMC1BC57HumanOral cavityOSCC2.61e-186.29e-010.1679
27127SMC1BLN22HumanOral cavityOSCC7.59e-078.01e-010.1733
27127SMC1BLN46HumanOral cavityOSCC1.59e-401.12e+000.1666
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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
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
GO:00070646CervixCCmitotic sister chromatid cohesion12/231128/187235.47e-058.06e-0412
GO:01400143CervixCCmitotic nuclear division50/2311287/187237.27e-033.91e-0250
GO:00070625CervixCCsister chromatid cohesion15/231162/187237.30e-033.92e-0215
GO:00482851CervixCCorganelle fission78/2311488/187239.70e-034.79e-0278
GO:01400145Oral cavityOSCCmitotic nuclear division191/7305287/187231.99e-213.70e-19191
GO:00000702Oral cavityOSCCmitotic sister chromatid segregation118/7305168/187231.89e-161.48e-14118
GO:00008193Oral cavityOSCCsister chromatid segregation135/7305202/187238.88e-166.52e-14135
GO:00070592Oral cavityOSCCchromosome segregation206/7305346/187235.82e-153.76e-13206
GO:00482852Oral cavityOSCCorganelle fission265/7305488/187233.22e-121.27e-10265
GO:00002801Oral cavityOSCCnuclear division237/7305439/187239.62e-112.90e-09237
GO:00988132Oral cavityOSCCnuclear chromosome segregation162/7305281/187231.56e-104.56e-09162
GO:00070647Oral cavityOSCCmitotic sister chromatid cohesion21/730528/187231.19e-048.54e-0421
GO:00070626Oral cavityOSCCsister chromatid cohesion37/730562/187237.79e-044.23e-0337
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa041106CervixCCCell cycle36/1267157/84654.94e-031.67e-029.86e-0336
hsa0411013CervixCCCell cycle36/1267157/84654.94e-031.67e-029.86e-0336
hsa04114Oral cavityOSCCOocyte meiosis74/3704131/84652.13e-035.75e-032.92e-0374
hsa041141Oral cavityOSCCOocyte meiosis74/3704131/84652.13e-035.75e-032.92e-0374
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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
SMC1BSNVMissense_Mutationrs750340580c.1781N>Cp.Val594Alap.V594AQ8NDV3protein_codingtolerated(0.08)benign(0.007)TCGA-A2-A0EQ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
SMC1BSNVMissense_Mutationc.3583N>Cp.Ala1195Prop.A1195PQ8NDV3protein_codingdeleterious(0)probably_damaging(1)TCGA-A8-A099-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapyexemestaneSD
SMC1BSNVMissense_Mutationrs772993600c.1618N>Tp.Arg540Trpp.R540WQ8NDV3protein_codingdeleterious(0)possibly_damaging(0.814)TCGA-A8-A09Q-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapyanastrozoleSD
SMC1BSNVMissense_Mutationnovelc.3592G>Cp.Gly1198Argp.G1198RQ8NDV3protein_codingdeleterious(0)probably_damaging(0.996)TCGA-AC-A3BB-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycytoxanCR
SMC1BSNVMissense_Mutationc.1390G>Ap.Glu464Lysp.E464KQ8NDV3protein_codingtolerated(0.16)benign(0.012)TCGA-AN-A0XS-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
SMC1BSNVMissense_Mutationc.1028N>Cp.Leu343Serp.L343SQ8NDV3protein_codingdeleterious(0)possibly_damaging(0.811)TCGA-BH-A0WA-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SMC1BSNVMissense_Mutationc.2860N>Ap.Glu954Lysp.E954KQ8NDV3protein_codingtolerated(0.05)benign(0.015)TCGA-C8-A275-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
SMC1BSNVMissense_Mutationc.1570N>Ap.His524Asnp.H524NQ8NDV3protein_codingdeleterious(0.02)probably_damaging(0.939)TCGA-D8-A1J9-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
SMC1BSNVMissense_Mutationnovelc.3142N>Tp.Ala1048Serp.A1048SQ8NDV3protein_codingtolerated(0.06)benign(0.444)TCGA-E9-A295-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
SMC1BdeletionFrame_Shift_Delrs748761052c.572delNp.Asn191IlefsTer2p.N191Ifs*2Q8NDV3protein_codingTCGA-AR-A0TV-01Breastbreast invasive 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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