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: HIST1H2AL

Gene summary for HIST1H2AL

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

HIST1H2AL

Gene ID

8332

Gene nameH2A clustered histone 16
Gene AliasH2A.i
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
8332HIST1H2ALLZE7THumanEsophagusESCC3.90e-021.58e-010.0667
8332HIST1H2ALLZE21D1HumanEsophagusHGIN2.75e-063.94e-010.0632
8332HIST1H2ALLZE22D1HumanEsophagusHGIN5.14e-032.38e-010.0595
8332HIST1H2ALLZE21THumanEsophagusESCC6.52e-033.22e-010.0655
8332HIST1H2ALP1T-EHumanEsophagusESCC1.23e-181.13e+000.0875
8332HIST1H2ALP2T-EHumanEsophagusESCC3.97e-041.65e-010.1177
8332HIST1H2ALP4T-EHumanEsophagusESCC2.90e-031.36e-010.1323
8332HIST1H2ALP10T-EHumanEsophagusESCC8.40e-049.78e-020.116
8332HIST1H2ALP12T-EHumanEsophagusESCC3.97e-041.54e-010.1122
8332HIST1H2ALP20T-EHumanEsophagusESCC3.97e-021.78e-010.1124
8332HIST1H2ALP24T-EHumanEsophagusESCC3.50e-028.53e-020.1287
8332HIST1H2ALP27T-EHumanEsophagusESCC4.30e-102.52e-010.1055
8332HIST1H2ALP30T-EHumanEsophagusESCC2.13e-031.75e-010.137
8332HIST1H2ALP31T-EHumanEsophagusESCC3.50e-021.13e-010.1251
8332HIST1H2ALP32T-EHumanEsophagusESCC1.66e-029.93e-020.1666
8332HIST1H2ALP36T-EHumanEsophagusESCC1.55e-041.88e-010.1187
8332HIST1H2ALP39T-EHumanEsophagusESCC7.90e-031.22e-010.0894
8332HIST1H2ALP42T-EHumanEsophagusESCC9.05e-041.43e-010.1175
8332HIST1H2ALP47T-EHumanEsophagusESCC8.84e-051.31e-010.1067
8332HIST1H2ALP48T-EHumanEsophagusESCC9.44e-071.97e-010.0959
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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
HIST1H2ALSNVMissense_Mutationc.228N>Cp.Lys76Asnp.K76NP0C0S8protein_codingdeleterious_low_confidence(0.01)probably_damaging(0.989)TCGA-A2-A04R-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxolSD
HIST1H2ALSNVMissense_Mutationc.314N>Gp.Gln105Argp.Q105RP0C0S8protein_codingdeleterious_low_confidence(0.02)possibly_damaging(0.821)TCGA-A8-A09Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
HIST1H2ALSNVMissense_Mutationc.4N>Ap.Ser2Thrp.S2TP0C0S8protein_codingtolerated_low_confidence(0.08)benign(0.007)TCGA-D8-A1XQ-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
HIST1H2ALinsertionFrame_Shift_Insnovelc.368_369insAAGTp.Ser123ArgfsTer?p.S123Rfs*?P0C0S8protein_codingTCGA-A8-A096-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
HIST1H2ALSNVMissense_Mutationc.89G>Cp.Arg30Prop.R30PP0C0S8protein_codingdeleterious_low_confidence(0)probably_damaging(1)TCGA-FU-A2QG-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
HIST1H2ALSNVMissense_Mutationc.89G>Cp.Arg30Prop.R30PP0C0S8protein_codingdeleterious_low_confidence(0)probably_damaging(1)TCGA-IR-A3LK-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinPD
HIST1H2ALSNVMissense_Mutationrs748822589c.10N>Tp.Arg4Cysp.R4CP0C0S8protein_codingdeleterious_low_confidence(0.01)possibly_damaging(0.667)TCGA-AA-3947-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
HIST1H2ALSNVMissense_Mutationc.328N>Tp.Pro110Serp.P110SP0C0S8protein_codingdeleterious_low_confidence(0)benign(0.248)TCGA-G4-6302-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
HIST1H2ALSNVMissense_Mutationnovelc.279N>Tp.Glu93Aspp.E93DP0C0S8protein_codingdeleterious_low_confidence(0.01)probably_damaging(0.998)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
HIST1H2ALSNVMissense_Mutationnovelc.182N>Tp.Ala61Valp.A61VP0C0S8protein_codingdeleterious_low_confidence(0.01)possibly_damaging(0.505)TCGA-AX-A1C4-01Endometriumuterine corpus endometrioid carcinomaFemale<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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