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: HIST2H2AC

Gene summary for HIST2H2AC

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

HIST2H2AC

Gene ID

8338

Gene nameH2A clustered histone 20
Gene AliasH2A
Cytomap1q21.2
Gene Typeprotein-coding
GO ID

GO:0008150

UniProtAcc

Q16777


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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
8338HIST2H2ACLZE4THumanEsophagusESCC2.81e-021.10e-010.0811
8338HIST2H2ACLZE7THumanEsophagusESCC2.23e-031.55e-010.0667
8338HIST2H2ACP1T-EHumanEsophagusESCC2.13e-073.77e-010.0875
8338HIST2H2ACP2T-EHumanEsophagusESCC2.02e-062.61e-010.1177
8338HIST2H2ACP4T-EHumanEsophagusESCC3.93e-041.28e-010.1323
8338HIST2H2ACP5T-EHumanEsophagusESCC4.71e-133.18e-010.1327
8338HIST2H2ACP8T-EHumanEsophagusESCC1.01e-057.78e-020.0889
8338HIST2H2ACP9T-EHumanEsophagusESCC2.74e-038.66e-020.1131
8338HIST2H2ACP10T-EHumanEsophagusESCC1.84e-081.47e-010.116
8338HIST2H2ACP11T-EHumanEsophagusESCC4.29e-042.01e-010.1426
8338HIST2H2ACP12T-EHumanEsophagusESCC1.34e-041.43e-010.1122
8338HIST2H2ACP15T-EHumanEsophagusESCC3.59e-122.20e-010.1149
8338HIST2H2ACP16T-EHumanEsophagusESCC2.15e-071.25e-010.1153
8338HIST2H2ACP17T-EHumanEsophagusESCC3.63e-052.32e-010.1278
8338HIST2H2ACP20T-EHumanEsophagusESCC3.56e-113.36e-010.1124
8338HIST2H2ACP21T-EHumanEsophagusESCC5.43e-051.10e-010.1617
8338HIST2H2ACP22T-EHumanEsophagusESCC1.23e-058.94e-020.1236
8338HIST2H2ACP23T-EHumanEsophagusESCC3.73e-032.07e-010.108
8338HIST2H2ACP24T-EHumanEsophagusESCC1.87e-051.51e-010.1287
8338HIST2H2ACP26T-EHumanEsophagusESCC4.47e-061.47e-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
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
ThyroidThe 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.ATC: Anaplastic thyroid cancer
HT: Hashimoto's thyroiditis
PTC: Papillary thyroid cancer
∗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
HIST2H2ACSNVMissense_Mutationc.287N>Tp.Lys96Metp.K96MQ16777protein_codingdeleterious_low_confidence(0)probably_damaging(0.925)TCGA-AO-A03T-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
HIST2H2ACinsertionFrame_Shift_Insnovelc.344_345insTCTGp.Leu117SerfsTer?p.L117Sfs*?Q16777protein_codingTCGA-AN-A0G0-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
HIST2H2ACSNVMissense_Mutationnovelc.89G>Cp.Arg30Prop.R30PQ16777protein_codingdeleterious_low_confidence(0)probably_damaging(1)TCGA-IR-A3LK-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinPD
HIST2H2ACSNVMissense_Mutationnovelc.89N>Cp.Arg30Prop.R30PQ16777protein_codingdeleterious_low_confidence(0)probably_damaging(1)TCGA-Q1-A6DT-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
HIST2H2ACSNVMissense_Mutationc.304N>Gp.Thr102Alap.T102AQ16777protein_codingdeleterious_low_confidence(0.01)benign(0.249)TCGA-AA-3715-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
HIST2H2ACSNVMissense_Mutationnovelc.58N>Cp.Ser20Prop.S20PQ16777protein_codingdeleterious_low_confidence(0.02)probably_damaging(0.98)TCGA-AD-6895-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownSD
HIST2H2ACSNVMissense_Mutationc.230C>Tp.Thr77Metp.T77MQ16777protein_codingtolerated_low_confidence(0.08)probably_damaging(0.927)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
HIST2H2ACSNVMissense_Mutationc.229A>Gp.Thr77Alap.T77AQ16777protein_codingdeleterious_low_confidence(0.04)benign(0.003)TCGA-CM-5861-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownPD
HIST2H2ACinsertionFrame_Shift_Insnovelc.388_389insAp.Ter130%3Dp.*130%3DQ16777protein_codingTCGA-AA-A01K-01Colorectumcolon adenocarcinomaFemale>=65III/IVChemotherapyfolinicCR
HIST2H2ACdeletionFrame_Shift_Delc.298_299delNNp.Lys100SerfsTer11p.K100Sfs*11Q16777protein_codingTCGA-AG-3881-01Colorectumrectum 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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