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: HIST2H2BE

Gene summary for HIST2H2BE

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

HIST2H2BE

Gene ID

8349

Gene nameH2B clustered histone 21
Gene AliasGL105
Cytomap1q21.2
Gene Typeprotein-coding
GO ID

GO:0002227

UniProtAcc

Q16778


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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
8349HIST2H2BELZE4THumanEsophagusESCC1.93e-052.03e-010.0811
8349HIST2H2BELZE20THumanEsophagusESCC4.39e-041.64e-010.0662
8349HIST2H2BELZE24THumanEsophagusESCC2.89e-092.86e-010.0596
8349HIST2H2BELZE21THumanEsophagusESCC6.96e-033.00e-010.0655
8349HIST2H2BEP1T-EHumanEsophagusESCC4.87e-114.39e-010.0875
8349HIST2H2BEP2T-EHumanEsophagusESCC1.49e-161.88e-010.1177
8349HIST2H2BEP4T-EHumanEsophagusESCC6.36e-152.05e-010.1323
8349HIST2H2BEP5T-EHumanEsophagusESCC4.91e-03-3.37e-030.1327
8349HIST2H2BEP8T-EHumanEsophagusESCC7.03e-163.99e-010.0889
8349HIST2H2BEP9T-EHumanEsophagusESCC1.53e-052.63e-010.1131
8349HIST2H2BEP10T-EHumanEsophagusESCC9.43e-183.89e-010.116
8349HIST2H2BEP12T-EHumanEsophagusESCC4.15e-134.92e-010.1122
8349HIST2H2BEP15T-EHumanEsophagusESCC8.39e-103.47e-010.1149
8349HIST2H2BEP16T-EHumanEsophagusESCC1.15e-121.76e-010.1153
8349HIST2H2BEP20T-EHumanEsophagusESCC4.01e-166.19e-010.1124
8349HIST2H2BEP21T-EHumanEsophagusESCC6.90e-071.66e-020.1617
8349HIST2H2BEP22T-EHumanEsophagusESCC1.77e-203.98e-010.1236
8349HIST2H2BEP23T-EHumanEsophagusESCC1.33e-247.38e-010.108
8349HIST2H2BEP24T-EHumanEsophagusESCC1.20e-053.63e-010.1287
8349HIST2H2BEP26T-EHumanEsophagusESCC4.89e-235.62e-010.1276
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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
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
∗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
HIST2H2BESNVMissense_Mutationc.340N>Ap.Glu114Lysp.E114KQ16778protein_codingtolerated_low_confidence(0.07)benign(0.014)TCGA-A2-A0EO-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
HIST2H2BESNVMissense_Mutationnovelc.263N>Gp.Ser88Cysp.S88CQ16778protein_codingdeleterious_low_confidence(0)probably_damaging(0.924)TCGA-AC-A5XS-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyfemaraSD
HIST2H2BESNVMissense_Mutationc.213N>Gp.Phe71Leup.F71LQ16778protein_codingdeleterious_low_confidence(0.02)benign(0.404)TCGA-C8-A8HP-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapy5-fluorouracilCR
HIST2H2BESNVMissense_Mutationc.120C>Gp.Ile40Metp.I40MQ16778protein_codingtolerated_low_confidence(0.14)benign(0.005)TCGA-E2-A10C-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
HIST2H2BESNVMissense_Mutationc.213N>Gp.Phe71Leup.F71LQ16778protein_codingdeleterious_low_confidence(0.02)benign(0.404)TCGA-C5-A1BL-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
HIST2H2BESNVMissense_Mutationc.213C>Gp.Phe71Leup.F71LQ16778protein_codingdeleterious_low_confidence(0.02)benign(0.404)TCGA-C5-A2LX-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
HIST2H2BESNVMissense_Mutationc.17A>Tp.Lys6Ilep.K6IQ16778protein_codingdeleterious_low_confidence(0)benign(0.041)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
HIST2H2BESNVMissense_Mutationnovelc.310N>Tp.Pro104Serp.P104SQ16778protein_codingdeleterious_low_confidence(0)possibly_damaging(0.905)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
HIST2H2BESNVMissense_Mutationnovelc.172A>Gp.Lys58Glup.K58EQ16778protein_codingdeleterious_low_confidence(0.01)probably_damaging(0.933)TCGA-AX-A1CE-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnspecificPaclitaxelSD
HIST2H2BESNVMissense_Mutationc.189G>Tp.Met63Ilep.M63IQ16778protein_codingdeleterious_low_confidence(0.03)benign(0.087)TCGA-B5-A0JY-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapydoxorubicinSD
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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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