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: HIST2H2AA4

Gene summary for HIST2H2AA4

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

HIST2H2AA4

Gene ID

723790

Gene nameH2A clustered histone 19
Gene AliasH2A/R
Cytomap1q21.2
Gene Typeprotein-coding
GO ID

GO:0008150

UniProtAcc

Q6FI13


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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
723790HIST2H2AA4LZE4THumanEsophagusESCC3.18e-051.93e-010.0811
723790HIST2H2AA4LZE5THumanEsophagusESCC1.28e-074.41e-010.0514
723790HIST2H2AA4LZE7THumanEsophagusESCC2.56e-053.18e-010.0667
723790HIST2H2AA4LZE20THumanEsophagusESCC1.65e-207.04e-010.0662
723790HIST2H2AA4LZE21D1HumanEsophagusHGIN1.52e-081.02e+000.0632
723790HIST2H2AA4LZE22D1HumanEsophagusHGIN2.58e-114.57e-010.0595
723790HIST2H2AA4LZE22THumanEsophagusESCC1.15e-087.37e-010.068
723790HIST2H2AA4LZE24THumanEsophagusESCC3.74e-072.19e-010.0596
723790HIST2H2AA4LZE22D3HumanEsophagusHGIN1.73e-024.41e-010.0653
723790HIST2H2AA4P1T-EHumanEsophagusESCC1.67e-281.36e+000.0875
723790HIST2H2AA4P2T-EHumanEsophagusESCC1.76e-122.09e-010.1177
723790HIST2H2AA4P4T-EHumanEsophagusESCC3.48e-082.29e-010.1323
723790HIST2H2AA4P5T-EHumanEsophagusESCC9.02e-112.52e-010.1327
723790HIST2H2AA4P8T-EHumanEsophagusESCC1.47e-143.27e-010.0889
723790HIST2H2AA4P9T-EHumanEsophagusESCC5.60e-204.19e-010.1131
723790HIST2H2AA4P10T-EHumanEsophagusESCC4.30e-102.10e-010.116
723790HIST2H2AA4P11T-EHumanEsophagusESCC7.73e-166.41e-010.1426
723790HIST2H2AA4P12T-EHumanEsophagusESCC3.02e-265.00e-010.1122
723790HIST2H2AA4P15T-EHumanEsophagusESCC3.12e-082.14e-010.1149
723790HIST2H2AA4P16T-EHumanEsophagusESCC8.40e-041.07e-010.1153
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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
∗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
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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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