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: HIST1H2BK

Gene summary for HIST1H2BK

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

HIST1H2BK

Gene ID

85236

Gene nameH2B clustered histone 12
Gene AliasH2B/S
Cytomap6p22.1
Gene Typeprotein-coding
GO ID

GO:0001906

UniProtAcc

A0A024RCL8


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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
85236HIST1H2BKLZE4THumanEsophagusESCC2.94e-176.02e-010.0811
85236HIST1H2BKLZE5THumanEsophagusESCC7.39e-116.46e-010.0514
85236HIST1H2BKLZE7THumanEsophagusESCC2.04e-083.93e-010.0667
85236HIST1H2BKLZE8THumanEsophagusESCC1.54e-083.90e-010.067
85236HIST1H2BKLZE20THumanEsophagusESCC3.39e-298.78e-010.0662
85236HIST1H2BKLZE22D1HumanEsophagusHGIN1.48e-064.52e-010.0595
85236HIST1H2BKLZE22THumanEsophagusESCC3.25e-161.47e+000.068
85236HIST1H2BKLZE24THumanEsophagusESCC5.49e-359.94e-010.0596
85236HIST1H2BKLZE21THumanEsophagusESCC6.45e-139.94e-010.0655
85236HIST1H2BKLZE6THumanEsophagusESCC1.50e-055.23e-010.0845
85236HIST1H2BKP1T-EHumanEsophagusESCC8.36e-281.62e+000.0875
85236HIST1H2BKP2T-EHumanEsophagusESCC9.24e-881.49e+000.1177
85236HIST1H2BKP4T-EHumanEsophagusESCC3.57e-388.14e-010.1323
85236HIST1H2BKP5T-EHumanEsophagusESCC4.12e-112.43e-010.1327
85236HIST1H2BKP8T-EHumanEsophagusESCC6.46e-601.17e+000.0889
85236HIST1H2BKP9T-EHumanEsophagusESCC8.43e-461.20e+000.1131
85236HIST1H2BKP10T-EHumanEsophagusESCC1.93e-611.08e+000.116
85236HIST1H2BKP11T-EHumanEsophagusESCC2.32e-211.13e+000.1426
85236HIST1H2BKP12T-EHumanEsophagusESCC4.09e-469.31e-010.1122
85236HIST1H2BKP15T-EHumanEsophagusESCC8.36e-571.35e+000.1149
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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
GCThe 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.CAG: Chronic atrophic gastritis
CAG with IM: Chronic atrophic gastritis with intestinal metaplasia
CSG: Chronic superficial gastritis
GC: Gastric cancer
SIM: Severe intestinal metaplasia
WIM: Wild intestinal metaplasia
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
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
HIST1H2BKSNVMissense_Mutationrs759189956c.118N>Ap.Val40Ilep.V40IO60814protein_codingtolerated_low_confidence(1)benign(0.024)TCGA-A1-A0SP-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapySD
HIST1H2BKSNVMissense_Mutationc.244N>Ap.Ala82Thrp.A82TO60814protein_codingdeleterious_low_confidence(0.02)probably_damaging(0.946)TCGA-A2-A0T1-01Breastbreast invasive carcinomaFemale<65III/IVTargeted Molecular therapyherceptinSD
HIST1H2BKSNVMissense_Mutationc.7G>Ap.Glu3Lysp.E3KO60814protein_codingdeleterious_low_confidence(0.03)benign(0.04)TCGA-EW-A1PB-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
HIST1H2BKSNVMissense_Mutationnovelc.335T>Cp.Val112Alap.V112AO60814protein_codingdeleterious_low_confidence(0.01)benign(0.208)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
HIST1H2BKSNVMissense_Mutationnovelc.213C>Gp.Phe71Leup.F71LO60814protein_codingdeleterious_low_confidence(0.02)possibly_damaging(0.836)TCGA-C5-A1BL-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
HIST1H2BKSNVMissense_Mutationc.218N>Ap.Arg73Hisp.R73HO60814protein_codingtolerated_low_confidence(0.08)benign(0.067)TCGA-AA-3811-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
HIST1H2BKSNVMissense_Mutationc.342N>Cp.Glu114Aspp.E114DO60814protein_codingdeleterious_low_confidence(0)benign(0.029)TCGA-QL-A97D-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
HIST1H2BKSNVMissense_Mutationnovelc.167N>Ap.Ser56Tyrp.S56YO60814protein_codingdeleterious_low_confidence(0)probably_damaging(0.977)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
HIST1H2BKSNVMissense_Mutationrs759189956c.118N>Ap.Val40Ilep.V40IO60814protein_codingtolerated_low_confidence(1)benign(0.024)TCGA-A5-A2K5-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
HIST1H2BKSNVMissense_Mutationrs775162461c.94C>Tp.Arg32Cysp.R32CO60814protein_codingtolerated_low_confidence(0.12)benign(0.059)TCGA-AP-A1DV-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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