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: HIST2H2BF

Gene summary for HIST2H2BF

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

HIST2H2BF

Gene ID

440689

Gene nameH2B clustered histone 18
Gene AliasHIST2H2BF
Cytomap1q21.2
Gene Typeprotein-coding
GO ID

GO:0006323

UniProtAcc

Q5QNW6


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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
440689HIST2H2BFCCI_2HumanCervixCC6.66e-148.36e-010.5249
440689HIST2H2BFT1HumanCervixCC6.85e-082.87e-010.0918
440689HIST2H2BFLZE2THumanEsophagusESCC4.26e-034.57e-010.082
440689HIST2H2BFLZE4THumanEsophagusESCC2.14e-103.45e-010.0811
440689HIST2H2BFLZE7THumanEsophagusESCC2.05e-031.86e-010.0667
440689HIST2H2BFLZE20THumanEsophagusESCC1.45e-021.22e-010.0662
440689HIST2H2BFLZE22THumanEsophagusESCC2.25e-074.57e-010.068
440689HIST2H2BFLZE24THumanEsophagusESCC1.03e-093.08e-010.0596
440689HIST2H2BFLZE21THumanEsophagusESCC1.09e-022.45e-010.0655
440689HIST2H2BFP1T-EHumanEsophagusESCC9.77e-094.70e-010.0875
440689HIST2H2BFP2T-EHumanEsophagusESCC4.31e-061.53e-010.1177
440689HIST2H2BFP4T-EHumanEsophagusESCC1.53e-062.51e-010.1323
440689HIST2H2BFP5T-EHumanEsophagusESCC4.12e-113.28e-010.1327
440689HIST2H2BFP9T-EHumanEsophagusESCC1.14e-021.73e-010.1131
440689HIST2H2BFP10T-EHumanEsophagusESCC5.00e-172.86e-010.116
440689HIST2H2BFP11T-EHumanEsophagusESCC1.08e-042.28e-010.1426
440689HIST2H2BFP12T-EHumanEsophagusESCC7.31e-143.24e-010.1122
440689HIST2H2BFP15T-EHumanEsophagusESCC3.15e-061.71e-010.1149
440689HIST2H2BFP16T-EHumanEsophagusESCC1.60e-072.26e-010.1153
440689HIST2H2BFP20T-EHumanEsophagusESCC5.66e-136.35e-010.1124
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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
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
∗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
HIST2H2BFSNVMissense_Mutationc.210C>Gp.Ile70Metp.I70MQ5QNW6protein_codingdeleterious_low_confidence(0.01)probably_damaging(0.985)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
HIST2H2BFSNVMissense_Mutationc.295N>Ap.Val99Metp.V99MQ5QNW6protein_codingtolerated_low_confidence(0.08)benign(0.439)TCGA-BH-A0H5-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanCR
HIST2H2BFSNVMissense_Mutationc.271A>Gp.Thr91Alap.T91AQ5QNW6protein_codingdeleterious_low_confidence(0.03)possibly_damaging(0.491)TCGA-A6-5665-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
HIST2H2BFSNVMissense_Mutationc.251N>Gp.Tyr84Cysp.Y84CQ5QNW6protein_codingdeleterious_low_confidence(0.01)probably_damaging(1)TCGA-A6-6653-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
HIST2H2BFSNVMissense_Mutationnovelc.25C>Gp.Pro9Alap.P9AQ5QNW6protein_codingtolerated_low_confidence(0.07)benign(0.147)TCGA-AA-3949-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
HIST2H2BFSNVMissense_Mutationc.146T>Cp.Val49Alap.V49AQ5QNW6protein_codingdeleterious_low_confidence(0.01)probably_damaging(0.999)TCGA-AD-6964-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyfolfoxPD
HIST2H2BFSNVMissense_Mutationnovelc.356N>Gp.Val119Glyp.V119GQ5QNW6protein_codingdeleterious_low_confidence(0)probably_damaging(0.925)TCGA-AP-A054-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycarboplatinPD
HIST2H2BFSNVMissense_Mutationc.131N>Tp.Lys44Metp.K44MQ5QNW6protein_codingdeleterious_low_confidence(0)probably_damaging(0.982)TCGA-AP-A1DP-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIChemotherapypaclitaxelPD
HIST2H2BFSNVMissense_Mutationrs782732328c.244G>Ap.Ala82Thrp.A82TQ5QNW6protein_codingdeleterious_low_confidence(0.02)probably_damaging(0.984)TCGA-B5-A11E-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
HIST2H2BFSNVMissense_Mutationnovelc.214G>Ap.Glu72Lysp.E72KQ5QNW6protein_codingdeleterious_low_confidence(0.04)benign(0.115)TCGA-DF-A2KZ-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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