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: HIST1H4H

Gene summary for HIST1H4H

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

HIST1H4H

Gene ID

8365

Gene nameH4 clustered histone 8
Gene AliasH4-16
Cytomap6p22.2
Gene Typeprotein-coding
GO ID

GO:0002376

UniProtAcc

B2R4R0


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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
8365HIST1H4HCCI_2HumanCervixCC1.21e-161.01e+000.5249
8365HIST1H4HCCI_3HumanCervixCC1.51e-042.20e-010.516
8365HIST1H4HTumorHumanCervixCC3.63e-031.14e-010.1241
8365HIST1H4HLZE4THumanEsophagusESCC5.80e-052.54e-010.0811
8365HIST1H4HLZE5THumanEsophagusESCC5.73e-075.91e-010.0514
8365HIST1H4HLZE20THumanEsophagusESCC2.64e-094.38e-010.0662
8365HIST1H4HLZE22THumanEsophagusESCC4.69e-075.45e-010.068
8365HIST1H4HLZE24THumanEsophagusESCC1.61e-166.67e-010.0596
8365HIST1H4HLZE21THumanEsophagusESCC1.47e-055.31e-010.0655
8365HIST1H4HP1T-EHumanEsophagusESCC1.10e-151.08e+000.0875
8365HIST1H4HP2T-EHumanEsophagusESCC2.89e-285.42e-010.1177
8365HIST1H4HP4T-EHumanEsophagusESCC6.02e-144.81e-010.1323
8365HIST1H4HP8T-EHumanEsophagusESCC1.18e-153.52e-010.0889
8365HIST1H4HP9T-EHumanEsophagusESCC1.88e-124.46e-010.1131
8365HIST1H4HP10T-EHumanEsophagusESCC3.58e-285.63e-010.116
8365HIST1H4HP12T-EHumanEsophagusESCC1.88e-112.57e-010.1122
8365HIST1H4HP15T-EHumanEsophagusESCC5.98e-104.36e-010.1149
8365HIST1H4HP16T-EHumanEsophagusESCC1.63e-031.34e-010.1153
8365HIST1H4HP17T-EHumanEsophagusESCC1.25e-045.93e-010.1278
8365HIST1H4HP20T-EHumanEsophagusESCC4.51e-471.73e+000.1124
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
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
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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
∗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
HIST1H4HSNVMissense_Mutationnovelc.125N>Ap.Gly42Aspp.G42DP62805protein_codingdeleterious_low_confidence(0)probably_damaging(0.973)TCGA-LL-A73Y-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapytaxotereSD
HIST1H4HSNVMissense_Mutationc.23N>Ap.Gly8Glup.G8EP62805protein_codingdeleterious_low_confidence(0)probably_damaging(0.932)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
HIST1H4HdeletionFrame_Shift_Delnovelc.216_219delTTACp.Tyr73GlnfsTer9p.Y73Qfs*9P62805protein_codingTCGA-5M-AAT6-01Colorectumcolon adenocarcinomaFemale<65III/IVUnknownUnknownPD
HIST1H4HinsertionFrame_Shift_Insnovelc.68_69insTp.Leu23PhefsTer4p.L23Ffs*4P62805protein_codingTCGA-AY-6197-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
HIST1H4HSNVMissense_Mutationnovelc.40G>Ap.Gly14Argp.G14RP62805protein_codingdeleterious_low_confidence(0.02)benign(0)TCGA-B5-A1MX-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIHormone TherapymegaceSD
HIST1H4HSNVMissense_Mutationnovelc.223N>Cp.Glu75Glnp.E75QP62805protein_codingdeleterious(0.03)probably_damaging(0.976)TCGA-B5-A3S1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65III/IVChemotherapypaclitaxelSD
HIST1H4HSNVMissense_Mutationrs752058100c.16N>Gp.Lys6Glup.K6EP62805protein_codingdeleterious_low_confidence(0.01)benign(0.151)TCGA-05-4397-01Lunglung adenocarcinomaMale>=65I/IIUnknownUnknownSD
HIST1H4HSNVMissense_Mutationrs769287159c.115N>Ap.Ala39Thrp.A39TP62805protein_codingdeleterious(0.01)possibly_damaging(0.75)TCGA-55-7913-01Lunglung adenocarcinomaFemale<65I/IIUnknownUnknownPD
HIST1H4HSNVMissense_Mutationrs766453964c.91N>Gp.Thr31Alap.T31AP62805protein_codingdeleterious(0.03)possibly_damaging(0.764)TCGA-18-3406-01Lunglung squamous cell carcinomaMale>=65I/IIUnknownUnknownPD
HIST1H4HSNVMissense_Mutationnovelc.55C>Tp.His19Tyrp.H19YP62805protein_codingdeleterious(0.03)benign(0.101)TCGA-56-A4BX-01Lunglung squamous cell carcinomaMale>=65I/IIChemotherapychemoCR
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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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