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: HIST1H2AM

Gene summary for HIST1H2AM

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

HIST1H2AM

Gene ID

8336

Gene nameH2A clustered histone 17
Gene AliasH2A.1
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
8336HIST1H2AMLZE5THumanEsophagusESCC1.57e-022.22e-010.0514
8336HIST1H2AMLZE7THumanEsophagusESCC6.13e-073.01e-010.0667
8336HIST1H2AMLZE20THumanEsophagusESCC1.74e-072.61e-010.0662
8336HIST1H2AMLZE21D1HumanEsophagusHGIN1.78e-148.48e-010.0632
8336HIST1H2AMLZE22D1HumanEsophagusHGIN1.32e-094.42e-010.0595
8336HIST1H2AMLZE22THumanEsophagusESCC1.00e-098.93e-010.068
8336HIST1H2AMLZE22D3HumanEsophagusHGIN1.73e-025.85e-010.0653
8336HIST1H2AMLZE21THumanEsophagusESCC2.35e-128.07e-010.0655
8336HIST1H2AMP1T-EHumanEsophagusESCC1.97e-231.78e+000.0875
8336HIST1H2AMP2T-EHumanEsophagusESCC1.88e-112.61e-010.1177
8336HIST1H2AMP4T-EHumanEsophagusESCC6.27e-061.57e-010.1323
8336HIST1H2AMP8T-EHumanEsophagusESCC3.75e-039.92e-020.0889
8336HIST1H2AMP10T-EHumanEsophagusESCC1.66e-029.78e-020.116
8336HIST1H2AMP11T-EHumanEsophagusESCC4.74e-031.62e-010.1426
8336HIST1H2AMP12T-EHumanEsophagusESCC9.53e-092.21e-010.1122
8336HIST1H2AMP15T-EHumanEsophagusESCC3.34e-061.86e-010.1149
8336HIST1H2AMP17T-EHumanEsophagusESCC1.29e-084.29e-010.1278
8336HIST1H2AMP20T-EHumanEsophagusESCC7.88e-102.62e-010.1124
8336HIST1H2AMP22T-EHumanEsophagusESCC1.35e-234.21e-010.1236
8336HIST1H2AMP23T-EHumanEsophagusESCC1.66e-062.83e-010.108
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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
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
∗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
HIST1H2AMinsertionFrame_Shift_Insnovelc.227_228insAp.Thr77AspfsTer24p.T77Dfs*24P0C0S8protein_codingTCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
HIST1H2AMSNVMissense_Mutationrs571168598c.50C>Tp.Thr17Ilep.T17IP0C0S8protein_codingdeleterious_low_confidence(0)benign(0.003)TCGA-NH-A5IV-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
HIST1H2AMinsertionFrame_Shift_Insnovelc.383_384insAp.Lys130GlnfsTer?p.K130Qfs*?P0C0S8protein_codingTCGA-WS-AB45-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
HIST1H2AMSNVMissense_Mutationnovelc.366G>Tp.Glu122Aspp.E122DP0C0S8protein_codingtolerated_low_confidence(0.16)benign(0)TCGA-AJ-A3EK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapycarboplatinCR
HIST1H2AMSNVMissense_Mutationnovelc.130N>Ap.Val44Ilep.V44IP0C0S8protein_codingtolerated_low_confidence(0.41)benign(0.06)TCGA-AP-A1DK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
HIST1H2AMSNVMissense_Mutationc.229A>Gp.Thr77Alap.T77AP0C0S8protein_codingdeleterious_low_confidence(0.03)benign(0.007)TCGA-D1-A0ZR-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
HIST1H2AMSNVMissense_Mutationc.266N>Ap.Arg89Hisp.R89HP0C0S8protein_codingdeleterious_low_confidence(0.02)probably_damaging(0.995)TCGA-D1-A17Q-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
HIST1H2AMSNVMissense_Mutationnovelc.172N>Ap.Tyr58Asnp.Y58NP0C0S8protein_codingdeleterious_low_confidence(0)probably_damaging(0.997)TCGA-FI-A2EW-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIChemotherapycarboplatinumPD
HIST1H2AMinsertionFrame_Shift_Insnovelc.344_345insGTp.Leu116TyrfsTer?p.L116Yfs*?P0C0S8protein_codingTCGA-AX-A2H5-01Endometriumuterine corpus endometrioid carcinomaFemale>=65III/IVChemotherapycarboplatinCR
HIST1H2AMSNVMissense_Mutationc.22N>Tp.Gly8Cysp.G8CP0C0S8protein_codingdeleterious_low_confidence(0)probably_damaging(0.975)TCGA-80-5611-01Lunglung adenocarcinomaMaleUnknownI/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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