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: HSPB8

Gene summary for HSPB8

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

HSPB8

Gene ID

26353

Gene nameheat shock protein family B (small) member 8
Gene AliasCMT2L
Cytomap12q24.23
Gene Typeprotein-coding
GO ID

GO:0006914

UniProtAcc

Q9UJY1


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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
26353HSPB8AEH-subject1HumanEndometriumAEH1.50e-339.05e-01-0.3059
26353HSPB8AEH-subject2HumanEndometriumAEH1.06e-073.57e-01-0.2525
26353HSPB8AEH-subject3HumanEndometriumAEH1.23e-094.42e-01-0.2576
26353HSPB8AEH-subject4HumanEndometriumAEH3.97e-022.43e-01-0.2657
26353HSPB8EEC-subject1HumanEndometriumEEC1.19e-095.13e-01-0.2682
26353HSPB8EEC-subject2HumanEndometriumEEC1.29e-032.69e-01-0.2607
26353HSPB8EEC-subject5HumanEndometriumEEC7.46e-103.98e-01-0.249
26353HSPB8LZE4THumanEsophagusESCC1.11e-04-5.46e-010.0811
26353HSPB8LZE8THumanEsophagusESCC1.19e-02-1.71e-010.067
26353HSPB8P2T-EHumanEsophagusESCC1.17e-065.55e-010.1177
26353HSPB8P4T-EHumanEsophagusESCC1.07e-301.43e+000.1323
26353HSPB8P5T-EHumanEsophagusESCC2.63e-241.15e+000.1327
26353HSPB8P8T-EHumanEsophagusESCC1.96e-126.28e-010.0889
26353HSPB8P10T-EHumanEsophagusESCC2.84e-04-4.28e-010.116
26353HSPB8P11T-EHumanEsophagusESCC5.00e-121.92e+000.1426
26353HSPB8P12T-EHumanEsophagusESCC2.11e-02-4.25e-010.1122
26353HSPB8P16T-EHumanEsophagusESCC2.09e-14-4.75e-010.1153
26353HSPB8P19T-EHumanEsophagusESCC1.07e-039.74e-010.1662
26353HSPB8P21T-EHumanEsophagusESCC2.22e-054.61e-010.1617
26353HSPB8P22T-EHumanEsophagusESCC2.85e-07-3.92e-010.1236
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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
∗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:000989616EndometriumAEHpositive regulation of catabolic process104/2100492/187239.38e-111.10e-08104
GO:003133116EndometriumAEHpositive regulation of cellular catabolic process91/2100427/187239.15e-108.31e-0891
GO:003596616EndometriumAEHresponse to topologically incorrect protein39/2100159/187231.69e-065.23e-0539
GO:000698616EndometriumAEHresponse to unfolded protein35/2100137/187232.09e-066.28e-0535
GO:003462015EndometriumAEHcellular response to unfolded protein25/210096/187234.07e-056.97e-0425
GO:003596716EndometriumAEHcellular response to topologically incorrect protein28/2100116/187236.38e-059.94e-0428
GO:00162368EndometriumAEHmacroautophagy52/2100291/187234.56e-044.80e-0352
GO:00619125EndometriumAEHselective autophagy17/210068/187231.10e-039.61e-0317
GO:00105068EndometriumAEHregulation of autophagy54/2100317/187231.15e-039.97e-0354
GO:00105085EndometriumAEHpositive regulation of autophagy26/2100124/187231.17e-031.01e-0226
GO:000989617EndometriumEECpositive regulation of catabolic process108/2168492/187232.55e-113.64e-09108
GO:003133117EndometriumEECpositive regulation of cellular catabolic process94/2168427/187234.30e-104.45e-0894
GO:003596617EndometriumEECresponse to topologically incorrect protein41/2168159/187235.20e-072.00e-0541
GO:000698617EndometriumEECresponse to unfolded protein37/2168137/187235.40e-072.04e-0537
GO:003462016EndometriumEECcellular response to unfolded protein26/216896/187232.38e-054.23e-0426
GO:003596717EndometriumEECcellular response to topologically incorrect protein29/2168116/187234.28e-057.09e-0429
GO:001623613EndometriumEECmacroautophagy53/2168291/187235.40e-045.42e-0353
GO:001050613EndometriumEECregulation of autophagy55/2168317/187231.40e-031.14e-0255
GO:006191212EndometriumEECselective autophagy17/216868/187231.56e-031.25e-0217
GO:001050813EndometriumEECpositive regulation of autophagy26/2168124/187231.85e-031.43e-0226
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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
HSPB8SNVMissense_Mutationnovelc.330N>Cp.Leu110Phep.L110FQ9UJY1protein_codingdeleterious(0.04)benign(0.376)TCGA-AC-A5XS-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyfemaraSD
HSPB8SNVMissense_Mutationrs757293016c.250N>Ap.Glu84Lysp.E84KQ9UJY1protein_codingtolerated(0.84)benign(0.017)TCGA-BI-A0VS-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
HSPB8SNVMissense_Mutationc.86N>Ap.Arg29Hisp.R29HQ9UJY1protein_codingdeleterious(0.04)possibly_damaging(0.541)TCGA-AG-3727-01Colorectumrectum adenocarcinomaFemale>=65III/IVUnknownUnknownSD
HSPB8SNVMissense_Mutationc.374N>Tp.His125Leup.H125LQ9UJY1protein_codingdeleterious(0)probably_damaging(0.95)TCGA-EI-6513-01Colorectumrectum adenocarcinomaMale<65III/IVUnknownUnknownSD
HSPB8SNVMissense_Mutationc.485N>Ap.Gly162Aspp.G162DQ9UJY1protein_codingdeleterious(0)probably_damaging(1)TCGA-EI-6882-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
HSPB8insertionFrame_Shift_Insrs773017653c.259_260insCp.Pro90ThrfsTer37p.P90Tfs*37Q9UJY1protein_codingTCGA-A6-5665-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
HSPB8insertionFrame_Shift_Insrs773017653c.259_260insCp.Pro90ThrfsTer37p.P90Tfs*37Q9UJY1protein_codingTCGA-AA-3833-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
HSPB8insertionFrame_Shift_Insrs773017653c.266dupCp.Pro90ThrfsTer37p.P90Tfs*37Q9UJY1protein_codingTCGA-AA-3947-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
HSPB8SNVMissense_Mutationnovelc.452C>Tp.Pro151Leup.P151LQ9UJY1protein_codingtolerated(0.28)probably_damaging(0.976)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
HSPB8SNVMissense_Mutationc.215G>Tp.Gly72Valp.G72VQ9UJY1protein_codingtolerated(0.57)benign(0)TCGA-AX-A1C4-01Endometriumuterine 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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