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: HIST1H2AI

Gene summary for HIST1H2AI

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

HIST1H2AI

Gene ID

8329

Gene nameH2A clustered histone 13
Gene AliasH2A/c
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
8329HIST1H2AILZE4THumanEsophagusESCC4.53e-045.07e-010.0811
8329HIST1H2AILZE20THumanEsophagusESCC2.95e-062.40e-010.0662
8329HIST1H2AILZE21D1HumanEsophagusHGIN2.75e-066.26e-010.0632
8329HIST1H2AILZE24THumanEsophagusESCC4.35e-083.04e-010.0596
8329HIST1H2AILZE21THumanEsophagusESCC1.16e-054.49e-010.0655
8329HIST1H2AILZE6THumanEsophagusESCC9.61e-052.35e-010.0845
8329HIST1H2AIP1T-EHumanEsophagusESCC7.43e-093.82e-010.0875
8329HIST1H2AIP2T-EHumanEsophagusESCC4.30e-102.27e-010.1177
8329HIST1H2AIP4T-EHumanEsophagusESCC3.48e-082.22e-010.1323
8329HIST1H2AIP8T-EHumanEsophagusESCC8.40e-041.49e-010.0889
8329HIST1H2AIP9T-EHumanEsophagusESCC4.01e-041.82e-010.1131
8329HIST1H2AIP10T-EHumanEsophagusESCC8.40e-041.44e-010.116
8329HIST1H2AIP12T-EHumanEsophagusESCC7.90e-031.06e-010.1122
8329HIST1H2AIP15T-EHumanEsophagusESCC1.35e-041.92e-010.1149
8329HIST1H2AIP17T-EHumanEsophagusESCC1.49e-053.15e-010.1278
8329HIST1H2AIP20T-EHumanEsophagusESCC2.72e-144.48e-010.1124
8329HIST1H2AIP22T-EHumanEsophagusESCC2.27e-217.10e-010.1236
8329HIST1H2AIP23T-EHumanEsophagusESCC6.53e-093.50e-010.108
8329HIST1H2AIP24T-EHumanEsophagusESCC3.75e-031.29e-010.1287
8329HIST1H2AIP26T-EHumanEsophagusESCC9.02e-113.04e-010.1276
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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
HIST1H2AISNVMissense_Mutationc.333N>Ap.Asn111Lysp.N111KP0C0S8protein_codingdeleterious_low_confidence(0.04)benign(0.18)TCGA-A2-A25E-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycytoxanPD
HIST1H2AISNVMissense_Mutationc.229N>Tp.Thr77Serp.T77SP0C0S8protein_codingtolerated_low_confidence(0.25)benign(0.012)TCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
HIST1H2AISNVMissense_Mutationc.292C>Ap.Leu98Metp.L98MP0C0S8protein_codingdeleterious_low_confidence(0.02)benign(0.343)TCGA-C5-A1BN-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
HIST1H2AISNVMissense_Mutationc.34N>Gp.Arg12Glyp.R12GP0C0S8protein_codingdeleterious_low_confidence(0.04)benign(0.231)TCGA-HM-A4S6-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycisplatinCR
HIST1H2AISNVMissense_Mutationnovelc.49N>Gp.Thr17Alap.T17AP0C0S8protein_codingdeleterious_low_confidence(0.02)benign(0)TCGA-AA-3662-01Colorectumcolon adenocarcinomaFemale>=65III/IVChemotherapycapecitabinePR
HIST1H2AISNVMissense_Mutationnovelc.146N>Tp.Pro49Leup.P49LP0C0S8protein_codingdeleterious_low_confidence(0.04)probably_damaging(0.992)TCGA-CA-6719-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
HIST1H2AISNVMissense_Mutationc.11N>Ap.Arg4Hisp.R4HP0C0S8protein_codingtolerated_low_confidence(0.07)benign(0.306)TCGA-CM-4743-01Colorectumcolon adenocarcinomaMale>=65I/IIChemotherapycapecitabineSD
HIST1H2AISNVMissense_Mutationnovelc.200N>Tp.Ala67Valp.A67VP0C0S8protein_codingdeleterious_low_confidence(0)probably_damaging(0.916)TCGA-A5-A2K3-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIChemotherapycarboplatinSD
HIST1H2AISNVMissense_Mutationnovelc.356A>Cp.Lys119Thrp.K119TP0C0S8protein_codingdeleterious_low_confidence(0.04)probably_damaging(0.909)TCGA-AP-A1DV-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
HIST1H2AISNVMissense_Mutationc.34N>Tp.Arg12Cysp.R12CP0C0S8protein_codingdeleterious_low_confidence(0.03)possibly_damaging(0.667)TCGA-95-7948-01Lunglung adenocarcinomaFemale<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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