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: HIST1H2AG

Gene summary for HIST1H2AG

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

HIST1H2AG

Gene ID

8969

Gene nameH2A clustered histone 11
Gene AliasH2A.1b
Cytomap6p22.1
Gene Typeprotein-coding
GO ID

GO:0008150

UniProtAcc

A4FTV9


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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
8969HIST1H2AGLZE4THumanEsophagusESCC2.11e-063.79e-010.0811
8969HIST1H2AGLZE7THumanEsophagusESCC1.44e-055.04e-010.0667
8969HIST1H2AGLZE20THumanEsophagusESCC3.42e-042.38e-010.0662
8969HIST1H2AGLZE21D1HumanEsophagusHGIN1.95e-069.77e-010.0632
8969HIST1H2AGLZE22THumanEsophagusESCC1.60e-065.37e-010.068
8969HIST1H2AGLZE24THumanEsophagusESCC7.63e-113.47e-010.0596
8969HIST1H2AGLZE21THumanEsophagusESCC6.54e-148.21e-010.0655
8969HIST1H2AGLZE6THumanEsophagusESCC2.78e-065.40e-010.0845
8969HIST1H2AGP1T-EHumanEsophagusESCC7.90e-271.84e+000.0875
8969HIST1H2AGP2T-EHumanEsophagusESCC5.68e-244.80e-010.1177
8969HIST1H2AGP4T-EHumanEsophagusESCC6.71e-143.32e-010.1323
8969HIST1H2AGP5T-EHumanEsophagusESCC2.31e-021.64e-010.1327
8969HIST1H2AGP8T-EHumanEsophagusESCC4.54e-061.77e-010.0889
8969HIST1H2AGP10T-EHumanEsophagusESCC1.18e-062.18e-010.116
8969HIST1H2AGP11T-EHumanEsophagusESCC1.66e-022.50e-010.1426
8969HIST1H2AGP12T-EHumanEsophagusESCC3.02e-264.88e-010.1122
8969HIST1H2AGP15T-EHumanEsophagusESCC1.15e-051.84e-010.1149
8969HIST1H2AGP16T-EHumanEsophagusESCC4.28e-051.79e-010.1153
8969HIST1H2AGP20T-EHumanEsophagusESCC9.61e-297.55e-010.1124
8969HIST1H2AGP21T-EHumanEsophagusESCC2.28e-041.29e-010.1617
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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
HIST1H2AGSNVMissense_Mutationc.17A>Gp.Lys6Argp.K6RP0C0S8protein_codingdeleterious_low_confidence(0.01)benign(0.143)TCGA-BH-A0B0-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinCR
HIST1H2AGdeletionFrame_Shift_Delc.127_148delCGGGTCGGGGCCGGCGCGCCGGp.Arg43CysfsTer10p.R43Cfs*10P0C0S8protein_codingTCGA-A8-A09M-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapypaclitaxelCR
HIST1H2AGSNVMissense_Mutationnovelc.184N>Ap.Glu62Lysp.E62KP0C0S8protein_codingdeleterious_low_confidence(0.01)possibly_damaging(0.79)TCGA-VS-A959-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
HIST1H2AGSNVMissense_Mutationc.116A>Gp.Asn39Serp.N39SP0C0S8protein_codingtolerated_low_confidence(0.06)benign(0.137)TCGA-A6-4105-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
HIST1H2AGdeletionFrame_Shift_Delc.355delNp.Lys120ArgfsTer16p.K120Rfs*16P0C0S8protein_codingTCGA-D5-6928-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
HIST1H2AGSNVMissense_Mutationnovelc.175N>Ap.Leu59Metp.L59MP0C0S8protein_codingdeleterious_low_confidence(0)probably_damaging(0.928)TCGA-AP-A1DK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
HIST1H2AGSNVMissense_Mutationnovelc.353N>Ap.Pro118Hisp.P118HP0C0S8protein_codingdeleterious_low_confidence(0)probably_damaging(0.991)TCGA-AP-A1DK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
HIST1H2AGSNVMissense_Mutationrs765198765c.121N>Ap.Ala41Thrp.A41TP0C0S8protein_codingdeleterious_low_confidence(0.01)probably_damaging(0.96)TCGA-AX-A2IO-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIChemotherapycarboplatinSD
HIST1H2AGSNVMissense_Mutationc.247N>Ap.His83Asnp.H83NP0C0S8protein_codingdeleterious_low_confidence(0.01)probably_damaging(0.997)TCGA-B5-A0JY-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapydoxorubicinSD
HIST1H2AGSNVMissense_Mutationc.350N>Cp.Leu117Prop.L117PP0C0S8protein_codingdeleterious_low_confidence(0.01)probably_damaging(0.949)TCGA-B5-A0K9-01Endometriumuterine 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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