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: HIST1H1E

Gene summary for HIST1H1E

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

HIST1H1E

Gene ID

3008

Gene nameH1.4 linker histone, cluster member
Gene AliasH1.4
Cytomap6p22.2
Gene Typeprotein-coding
GO ID

GO:0000018

UniProtAcc

A3R0T8


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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
3008HIST1H1ELZE2DHumanEsophagusHGIN1.57e-048.85e-010.0642
3008HIST1H1ELZE2THumanEsophagusESCC3.94e-077.75e-010.082
3008HIST1H1ELZE4THumanEsophagusESCC2.64e-351.33e+000.0811
3008HIST1H1ELZE5THumanEsophagusESCC1.00e-096.71e-010.0514
3008HIST1H1ELZE7THumanEsophagusESCC2.68e-169.55e-010.0667
3008HIST1H1ELZE8THumanEsophagusESCC4.41e-021.30e-010.067
3008HIST1H1ELZE20THumanEsophagusESCC9.98e-092.69e-010.0662
3008HIST1H1ELZE21D1HumanEsophagusHGIN4.76e-129.34e-010.0632
3008HIST1H1ELZE22D1HumanEsophagusHGIN1.32e-093.24e-010.0595
3008HIST1H1ELZE22THumanEsophagusESCC1.40e-064.38e-010.068
3008HIST1H1ELZE24THumanEsophagusESCC3.57e-265.96e-010.0596
3008HIST1H1ELZE21THumanEsophagusESCC2.35e-128.52e-010.0655
3008HIST1H1ELZE6THumanEsophagusESCC4.35e-108.44e-010.0845
3008HIST1H1EP1T-EHumanEsophagusESCC8.60e-331.52e+000.0875
3008HIST1H1EP2T-EHumanEsophagusESCC9.14e-501.22e+000.1177
3008HIST1H1EP4T-EHumanEsophagusESCC2.73e-419.08e-010.1323
3008HIST1H1EP5T-EHumanEsophagusESCC4.16e-225.45e-010.1327
3008HIST1H1EP8T-EHumanEsophagusESCC4.30e-102.91e-010.0889
3008HIST1H1EP9T-EHumanEsophagusESCC1.09e-134.22e-010.1131
3008HIST1H1EP10T-EHumanEsophagusESCC8.08e-194.49e-010.116
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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
LiverThe 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.HCC: Hepatocellular carcinoma
NAFLD: Non-alcoholic fatty liver disease
Oral CavityThe 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.EOLP: Erosive Oral lichen planus
LP: leukoplakia
NEOLP: Non-erosive oral lichen planus
OSCC: Oral squamous cell carcinoma
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
HIST1H1ESNVMissense_Mutationnovelc.267C>Gp.Ser89Argp.S89RP10412protein_codingdeleterious(0)possibly_damaging(0.811)TCGA-A2-A4S3-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
HIST1H1ESNVMissense_Mutationrs768767088c.182N>Tp.Ala61Valp.A61VP10412protein_codingdeleterious(0)possibly_damaging(0.888)TCGA-BH-A0BP-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
HIST1H1EdeletionIn_Frame_Delnovelc.631_651delCCAAAGAAGGCGGCAGCCAAGp.Pro211_Lys217delp.P211_K217delP10412protein_codingTCGA-AC-A3HN-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
HIST1H1EinsertionIn_Frame_Insnovelc.21_22insTTTTTAp.Ala7_Ala8insPheLeup.A7_A8insFLP10412protein_codingTCGA-BH-A0H7-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapydoxorubicinSD
HIST1H1ESNVMissense_Mutationrs766257287c.305C>Tp.Ser102Leup.S102LP10412protein_codingdeleterious(0)possibly_damaging(0.894)TCGA-C5-A1BL-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
HIST1H1ESNVMissense_Mutationc.124N>Cp.Glu42Glnp.E42QP10412protein_codingdeleterious(0.05)possibly_damaging(0.714)TCGA-EK-A3GK-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
HIST1H1ESNVMissense_Mutationc.16N>Ap.Pro6Thrp.P6TP10412protein_codingdeleterious(0.03)possibly_damaging(0.538)TCGA-A6-2686-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
HIST1H1ESNVMissense_Mutationc.586N>Gp.Pro196Alap.P196AP10412protein_codingtolerated(0.39)probably_damaging(0.986)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
HIST1H1ESNVMissense_Mutationc.569N>Gp.Lys190Argp.K190RP10412protein_codingdeleterious(0.01)probably_damaging(0.968)TCGA-CM-5861-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownPD
HIST1H1ESNVMissense_Mutationc.532G>Ap.Ala178Thrp.A178TP10412protein_codingtolerated(0.24)benign(0.269)TCGA-G4-6628-01Colorectumcolon adenocarcinomaMale>=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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