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: HIST1H2BD

Gene summary for HIST1H2BD

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

HIST1H2BD

Gene ID

3017

Gene nameH2B clustered histone 5
Gene AliasH2B.1B
Cytomap6p22.2
Gene Typeprotein-coding
GO ID

GO:0006323

UniProtAcc

A0A024QZZ7


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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
3017HIST1H2BDCCI_2HumanCervixCC2.31e-231.30e+000.5249
3017HIST1H2BDCCI_3HumanCervixCC2.36e-073.25e-010.516
3017HIST1H2BDTumorHumanCervixCC9.07e-081.66e-010.1241
3017HIST1H2BDsample1HumanCervixCC1.17e-021.58e-010.0959
3017HIST1H2BDsample3HumanCervixCC9.07e-081.70e-010.1387
3017HIST1H2BDH2HumanCervixHSIL_HPV4.15e-091.98e-010.0632
3017HIST1H2BDT1HumanCervixCC6.85e-082.45e-010.0918
3017HIST1H2BDT3HumanCervixCC3.83e-041.47e-010.1389
3017HIST1H2BDHCC1_MengHumanLiverHCC4.69e-438.30e-020.0246
3017HIST1H2BDcirrhotic2HumanLiverCirrhotic2.36e-027.49e-020.0201
3017HIST1H2BDHCC1HumanLiverHCC1.01e-073.67e+000.5336
3017HIST1H2BDPt14.bHumanLiverHCC9.06e-063.11e-010.018
3017HIST1H2BDS014HumanLiverHCC1.13e-084.42e-010.2254
3017HIST1H2BDS015HumanLiverHCC3.24e-032.62e-010.2375
3017HIST1H2BDS016HumanLiverHCC1.21e-134.45e-010.2243
3017HIST1H2BDS027HumanLiverHCC1.28e-067.58e-010.2446
3017HIST1H2BDS028HumanLiverHCC5.38e-208.48e-010.2503
3017HIST1H2BDS029HumanLiverHCC3.92e-127.70e-010.2581
3017HIST1H2BDRNA-P17T-P17T-2HumanLungIAC3.47e-037.96e-010.3371
3017HIST1H2BDRNA-P17T-P17T-4HumanLungIAC2.10e-037.98e-010.343
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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
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
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
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
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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
HIST1H2BDSNVMissense_Mutationnovelc.323N>Tp.Ala108Valp.A108VP58876protein_codingdeleterious_low_confidence(0.02)benign(0.028)TCGA-A2-A04Q-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
HIST1H2BDSNVMissense_Mutationc.229G>Cp.Glu77Glnp.E77QP58876protein_codingdeleterious_low_confidence(0)possibly_damaging(0.87)TCGA-OL-A5RW-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinCR
HIST1H2BDSNVMissense_Mutationc.95N>Tp.Arg32Leup.R32LP58876protein_codingdeleterious_low_confidence(0.04)benign(0.134)TCGA-C5-A7UH-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycisplatinSD
HIST1H2BDSNVMissense_Mutationrs757195477c.10C>Tp.Pro4Serp.P4SP58876protein_codingtolerated_low_confidence(0.11)benign(0.132)TCGA-EX-A69M-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
HIST1H2BDinsertionFrame_Shift_Insnovelc.369_370insACTGAATp.Ser124ThrfsTer3p.S124Tfs*3P58876protein_codingTCGA-DS-A1OC-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapygemcitabineSD
HIST1H2BDSNVMissense_Mutationc.185N>Ap.Ile62Asnp.I62NP58876protein_codingdeleterious_low_confidence(0)probably_damaging(0.999)TCGA-AA-3811-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
HIST1H2BDSNVMissense_Mutationc.118G>Ap.Val40Metp.V40MP58876protein_codingtolerated_low_confidence(0.16)benign(0.03)TCGA-AA-A01R-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapy5-fluorouracilPD
HIST1H2BDSNVMissense_Mutationnovelc.58A>Gp.Thr20Alap.T20AP58876protein_codingtolerated_low_confidence(0.11)benign(0.017)TCGA-AA-A02R-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
HIST1H2BDSNVMissense_Mutationc.364N>Cp.Tyr122Hisp.Y122HP58876protein_codingdeleterious_low_confidence(0.03)benign(0.057)TCGA-CM-4746-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
HIST1H2BDSNVMissense_Mutationrs779615788c.132N>Tp.Lys44Asnp.K44NP58876protein_codingdeleterious_low_confidence(0.01)benign(0.098)TCGA-CM-5861-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownPD
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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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