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: HSPB2

Gene summary for HSPB2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

HSPB2

Gene ID

3316

Gene nameheat shock protein family B (small) member 2
Gene AliasHSP27
Cytomap11q23.1
Gene Typeprotein-coding
GO ID

GO:0006950

UniProtAcc

A8KAH6


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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
3316HSPB2C43HumanOral cavityOSCC3.50e-02-1.43e-010.1704
3316HSPB2C09HumanOral cavityOSCC8.01e-075.09e-010.1431
3316HSPB2NEOLP-2HumanOral cavityNEOLP2.29e-028.20e-02-0.0196
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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:003596620Oral cavityOSCCresponse to topologically incorrect protein117/7305159/187236.93e-198.60e-17117
GO:000698620Oral cavityOSCCresponse to unfolded protein103/7305137/187236.47e-186.50e-16103
GO:003596632Oral cavityNEOLPresponse to topologically incorrect protein38/2005159/187231.46e-063.68e-0538
GO:000698632Oral cavityNEOLPresponse to unfolded protein34/2005137/187232.08e-064.87e-0534
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0520526Oral cavityOSCCProteoglycans in cancer128/3704205/84654.00e-083.12e-071.59e-07128
hsa05205111Oral cavityOSCCProteoglycans in cancer128/3704205/84654.00e-083.12e-071.59e-07128
hsa0520562Oral cavityNEOLPProteoglycans in cancer56/1112205/84653.49e-085.85e-073.68e-0756
hsa0520572Oral cavityNEOLPProteoglycans in cancer56/1112205/84653.49e-085.85e-073.68e-0756
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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
HSPB2SNVMissense_Mutationc.449G>Ap.Gly150Aspp.G150DQ16082protein_codingtolerated(0.16)probably_damaging(0.966)TCGA-AA-3833-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
HSPB2SNVMissense_Mutationnovelc.67N>Tp.Arg23Cysp.R23CQ16082protein_codingdeleterious(0)possibly_damaging(0.586)TCGA-D5-6535-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
HSPB2SNVMissense_Mutationc.196N>Ap.Glu66Lysp.E66KQ16082protein_codingtolerated(0.42)possibly_damaging(0.541)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
HSPB2SNVMissense_Mutationnovelc.184N>Ap.Ala62Thrp.A62TQ16082protein_codingtolerated(0.57)benign(0.063)TCGA-AP-A059-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
HSPB2SNVMissense_Mutationc.317G>Ap.Arg106Hisp.R106HQ16082protein_codingdeleterious(0)probably_damaging(0.997)TCGA-AP-A0LM-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
HSPB2SNVMissense_Mutationnovelc.109G>Cp.Glu37Glnp.E37QQ16082protein_codingtolerated(0.11)possibly_damaging(0.514)TCGA-AX-A2H2-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
HSPB2SNVMissense_Mutationnovelc.136N>Ap.Gly46Serp.G46SQ16082protein_codingtolerated(0.27)benign(0.075)TCGA-B5-A11E-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
HSPB2SNVMissense_Mutationnovelc.419N>Tp.Gly140Valp.G140VQ16082protein_codingdeleterious(0)probably_damaging(1)TCGA-B5-A3FC-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
HSPB2SNVMissense_Mutationnovelc.382N>Ap.Asp128Asnp.D128NQ16082protein_codingtolerated(0.1)benign(0.122)TCGA-E6-A1LX-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
HSPB2SNVMissense_Mutationrs587739341c.392G>Ap.Arg131Glnp.R131QQ16082protein_codingtolerated(0.59)possibly_damaging(0.661)TCGA-EO-A22U-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
3316HSPB2KINASEPS-341BORTEZOMIB15004512
3316HSPB2KINASEPROTEASOME INHIBITOR15004512
3316HSPB2KINASEMTXMETHOTREXATE15519494
3316HSPB2KINASEANTINEOPLASTIC11174852
3316HSPB2KINASEIL-10INTERLEUKIN-1011034403
3316HSPB2KINASECSACYCLOSPORINE10076049
3316HSPB2KINASEDIFFERENTIATION INDUCER9332492
3316HSPB2KINASETAMOXIFENTAMOXIFEN9607585
3316HSPB2KINASEHERCEPTINHERCEPTIN16048908
3316HSPB2KINASEPROPRANOLOLPROPRANOLOL11368160
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