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: HIST3H2A

Gene summary for HIST3H2A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

HIST3H2A

Gene ID

92815

Gene nameH2A.W histone
Gene AliasHIST3H2A
Cytomap1q42.13
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q7L7L0


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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
92815HIST3H2AP65T-EHumanEsophagusESCC7.36e-267.68e-010.0978
92815HIST3H2AP74T-EHumanEsophagusESCC7.47e-401.47e+000.1479
92815HIST3H2AP75T-EHumanEsophagusESCC8.96e-491.19e+000.1125
92815HIST3H2AP76T-EHumanEsophagusESCC2.11e-348.94e-010.1207
92815HIST3H2AP79T-EHumanEsophagusESCC8.26e-441.25e+000.1154
92815HIST3H2AP80T-EHumanEsophagusESCC8.91e-321.15e+000.155
92815HIST3H2AP82T-EHumanEsophagusESCC1.29e-221.67e+000.1072
92815HIST3H2AP83T-EHumanEsophagusESCC8.36e-412.04e+000.1738
92815HIST3H2AP84T-EHumanEsophagusESCC9.31e-151.78e+000.0933
92815HIST3H2AP89T-EHumanEsophagusESCC6.70e-242.07e+000.1752
92815HIST3H2AP91T-EHumanEsophagusESCC1.24e-101.30e+000.1828
92815HIST3H2AP107T-EHumanEsophagusESCC1.39e-311.17e+000.171
92815HIST3H2AP126T-EHumanEsophagusESCC3.22e-071.17e+000.1125
92815HIST3H2AP127T-EHumanEsophagusESCC3.55e-227.46e-010.0826
92815HIST3H2AP128T-EHumanEsophagusESCC1.67e-271.09e+000.1241
92815HIST3H2AP130T-EHumanEsophagusESCC2.30e-531.59e+000.1676
92815HIST3H2AHCC2_MengHumanLiverHCC1.95e-063.79e-020.0107
92815HIST3H2AS014HumanLiverHCC3.67e-167.28e-010.2254
92815HIST3H2AS015HumanLiverHCC9.55e-166.70e-010.2375
92815HIST3H2AS016HumanLiverHCC2.21e-128.28e-010.2243
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
BreastThe 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.IDC: Invasive ductal carcinoma
DCIS: Ductal carcinoma in situ
Precancer(BRCA1-mut): Precancerous lesion from BRCA1 mutation carriers
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
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
∗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
HIST3H2ASNVMissense_Mutationc.169G>Cp.Glu57Glnp.E57QQ7L7L0protein_codingdeleterious_low_confidence(0)probably_damaging(1)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
HIST3H2ASNVMissense_Mutationnovelc.316G>Tp.Gly106Cysp.G106CQ7L7L0protein_codingdeleterious_low_confidence(0)probably_damaging(0.999)TCGA-EA-A5ZF-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
HIST3H2ASNVMissense_Mutationc.122C>Gp.Ser41Trpp.S41WQ7L7L0protein_codingdeleterious_low_confidence(0)probably_damaging(0.995)TCGA-IR-A3LK-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinPD
HIST3H2ASNVMissense_Mutationc.228G>Cp.Lys76Asnp.K76NQ7L7L0protein_codingdeleterious_low_confidence(0.01)probably_damaging(0.994)TCGA-Q1-A73O-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
HIST3H2ASNVMissense_Mutationc.169N>Cp.Glu57Glnp.E57QQ7L7L0protein_codingdeleterious_low_confidence(0)probably_damaging(1)TCGA-F5-6813-01Colorectumrectum adenocarcinomaMale>=65III/IVUnknownUnknownPD
HIST3H2ASNVMissense_Mutationrs373301076c.142G>Ap.Ala48Thrp.A48TQ7L7L0protein_codingdeleterious_low_confidence(0.02)possibly_damaging(0.55)TCGA-AX-A2HC-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapypaclitaxelPD
HIST3H2ASNVMissense_Mutationc.13G>Tp.Gly5Cysp.G5CQ7L7L0protein_codingdeleterious_low_confidence(0)benign(0.057)TCGA-B5-A11Y-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
HIST3H2ASNVMissense_Mutationnovelc.79N>Tp.Pro27Serp.P27SQ7L7L0protein_codingdeleterious_low_confidence(0.04)possibly_damaging(0.835)TCGA-EO-A22U-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
HIST3H2ASNVMissense_Mutationc.228N>Cp.Lys76Asnp.K76NQ7L7L0protein_codingdeleterious_low_confidence(0.01)probably_damaging(0.994)TCGA-EY-A4KR-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycarboplatinPD
HIST3H2ASNVMissense_Mutationnovelc.59C>Tp.Ser20Leup.S20LQ7L7L0protein_codingdeleterious_low_confidence(0.02)probably_damaging(0.941)TCGA-CC-A8HT-01Liverliver hepatocellular carcinomaMale>=65III/IVUnknownUnknownPD
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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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