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: H3-3A

Gene summary for H3-3A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

H3-3A

Gene ID

3020

Gene nameH3.3 histone A
Gene AliasH3-3B
Cytomap1q42.12
Gene Typeprotein-coding
GO ID

GO:0001558

UniProtAcc

B2R4P9


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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
3020H3-3ACCI_1HumanCervixCC6.83e-53-1.86e+000.528
3020H3-3ACCI_2HumanCervixCC8.12e-50-1.86e+000.5249
3020H3-3ACCI_3HumanCervixCC6.78e-65-1.86e+000.516
3020H3-3ACCII_1HumanCervixCC2.61e-82-1.86e+000.3249
3020H3-3ATumorHumanCervixCC2.77e-138-1.86e+000.1241
3020H3-3Asample1HumanCervixCC3.35e-72-1.86e+000.0959
3020H3-3Asample3HumanCervixCC1.20e-141-1.86e+000.1387
3020H3-3AH2HumanCervixHSIL_HPV3.41e-137-1.86e+000.0632
3020H3-3AL1HumanCervixCC3.93e-88-1.86e+000.0802
3020H3-3AT1HumanCervixCC4.05e-128-1.86e+000.0918
3020H3-3AT2HumanCervixCC6.31e-48-1.86e+000.0709
3020H3-3AT3HumanCervixCC1.65e-140-1.86e+000.1389
3020H3-3AHTA11_3410_2000001011HumanColorectumAD1.41e-1171.75e+000.0155
3020H3-3AHTA11_2487_2000001011HumanColorectumSER1.89e-942.37e+00-0.1808
3020H3-3AHTA11_2951_2000001011HumanColorectumAD1.84e-512.87e+000.0216
3020H3-3AHTA11_1938_2000001011HumanColorectumAD9.74e-892.83e+00-0.0811
3020H3-3AHTA11_78_2000001011HumanColorectumAD2.91e-561.23e+00-0.1088
3020H3-3AHTA11_347_2000001011HumanColorectumAD2.09e-1272.35e+00-0.1954
3020H3-3AHTA11_411_2000001011HumanColorectumSER2.57e-382.73e+00-0.2602
3020H3-3AHTA11_2112_2000001011HumanColorectumSER5.48e-412.40e+00-0.2196
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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
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal 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
GO:00160498CervixCCcell growth92/2311482/187231.16e-052.49e-0492
GO:00063257CervixCCchromatin organization78/2311409/187235.40e-058.02e-0478
GO:00459277CervixCCpositive regulation of growth53/2311259/187231.33e-041.64e-0353
GO:00015588CervixCCregulation of cell growth77/2311414/187231.40e-041.70e-0377
GO:00303077CervixCCpositive regulation of cell growth36/2311166/187234.84e-044.75e-0336
GO:00063381CervixCCchromatin remodeling45/2311255/187238.33e-034.30e-0245
GO:001604914CervixHSIL_HPVcell growth32/737482/187232.87e-032.70e-0232
GO:003030713CervixHSIL_HPVpositive regulation of cell growth14/737166/187236.04e-034.75e-0214
GO:0016049ColorectumADcell growth143/3918482/187232.83e-068.09e-05143
GO:0001558ColorectumADregulation of cell growth124/3918414/187237.67e-061.86e-04124
GO:0006325ColorectumADchromatin organization119/3918409/187234.85e-058.33e-04119
GO:0030307ColorectumADpositive regulation of cell growth54/3918166/187233.08e-043.69e-0354
GO:0045927ColorectumADpositive regulation of growth77/3918259/187234.82e-045.27e-0377
GO:0006338ColorectumADchromatin remodeling70/3918255/187237.44e-034.53e-0270
GO:00015581ColorectumSERregulation of cell growth90/2897414/187234.00e-046.02e-0390
GO:00063251ColorectumSERchromatin organization89/2897409/187234.15e-046.17e-0389
GO:00160491ColorectumSERcell growth100/2897482/187231.07e-031.24e-02100
GO:00303071ColorectumSERpositive regulation of cell growth39/2897166/187234.25e-033.45e-0239
GO:00459271ColorectumSERpositive regulation of growth56/2897259/187235.10e-033.91e-0256
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0513120CervixCCShigellosis69/1267247/84657.64e-081.03e-066.10e-0769
hsa05131110CervixCCShigellosis69/1267247/84657.64e-081.03e-066.10e-0769
hsa05322CervixHSIL_HPVSystemic lupus erythematosus19/459137/84651.40e-041.74e-031.40e-0319
hsa0513125CervixHSIL_HPVShigellosis27/459247/84653.78e-043.49e-032.82e-0327
hsa053221CervixHSIL_HPVSystemic lupus erythematosus19/459137/84651.40e-041.74e-031.40e-0319
hsa0513135CervixHSIL_HPVShigellosis27/459247/84653.78e-043.49e-032.82e-0327
hsa05131ColorectumADShigellosis109/2092247/84651.09e-112.44e-101.55e-10109
hsa051311ColorectumADShigellosis109/2092247/84651.09e-112.44e-101.55e-10109
hsa051312ColorectumSERShigellosis87/1580247/84653.07e-107.27e-095.28e-0987
hsa051313ColorectumSERShigellosis87/1580247/84653.07e-107.27e-095.28e-0987
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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
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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
3020H3-3ACLINICALLY ACTIONABLE, DRUGGABLE GENOMEAKT/ERK INHIBITOR ONC201
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