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: ASF1A

Gene summary for ASF1A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ASF1A

Gene ID

25842

Gene nameanti-silencing function 1A histone chaperone
Gene AliasCGI-98
Cytomap6q22.31
Gene Typeprotein-coding
GO ID

GO:0001503

UniProtAcc

Q9Y294


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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
25842ASF1ALZE2THumanEsophagusESCC1.63e-055.26e-010.082
25842ASF1ALZE4THumanEsophagusESCC2.73e-196.49e-010.0811
25842ASF1ALZE5THumanEsophagusESCC2.33e-033.08e-010.0514
25842ASF1ALZE7THumanEsophagusESCC1.67e-065.92e-010.0667
25842ASF1ALZE8THumanEsophagusESCC8.53e-031.63e-010.067
25842ASF1ALZE20THumanEsophagusESCC1.55e-046.08e-020.0662
25842ASF1ALZE24THumanEsophagusESCC1.57e-195.22e-010.0596
25842ASF1ALZE21THumanEsophagusESCC1.02e-044.08e-010.0655
25842ASF1AP1T-EHumanEsophagusESCC1.18e-062.32e-010.0875
25842ASF1AP2T-EHumanEsophagusESCC3.54e-265.28e-010.1177
25842ASF1AP4T-EHumanEsophagusESCC1.18e-419.74e-010.1323
25842ASF1AP5T-EHumanEsophagusESCC5.28e-214.54e-010.1327
25842ASF1AP8T-EHumanEsophagusESCC3.73e-194.34e-010.0889
25842ASF1AP9T-EHumanEsophagusESCC1.98e-143.49e-010.1131
25842ASF1AP10T-EHumanEsophagusESCC1.26e-407.82e-010.116
25842ASF1AP11T-EHumanEsophagusESCC1.61e-144.81e-010.1426
25842ASF1AP12T-EHumanEsophagusESCC9.24e-357.52e-010.1122
25842ASF1AP15T-EHumanEsophagusESCC8.18e-369.63e-010.1149
25842ASF1AP16T-EHumanEsophagusESCC4.43e-275.95e-010.1153
25842ASF1AP17T-EHumanEsophagusESCC4.18e-073.61e-010.1278
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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
GO:000632517EsophagusESCCchromatin organization240/8552409/187236.52e-081.14e-06240
GO:000164918EsophagusESCCosteoblast differentiation140/8552229/187231.63e-061.95e-05140
GO:000150317EsophagusESCCossification232/8552408/187233.00e-063.40e-05232
GO:00016495LiverCirrhoticosteoblast differentiation80/4634229/187233.39e-042.91e-0380
GO:00015035LiverCirrhoticossification127/4634408/187231.89e-031.19e-02127
GO:000632511LiverHCCchromatin organization206/7958409/187237.23e-044.41e-03206
GO:000164911LiverHCCosteoblast differentiation115/7958229/187231.08e-023.99e-02115
GO:000150310Oral cavityOSCCossification203/7305408/187235.54e-066.19e-05203
GO:000164910Oral cavityOSCCosteoblast differentiation118/7305229/187237.51e-055.85e-04118
GO:000632510Oral cavityOSCCchromatin organization190/7305409/187231.17e-035.97e-03190
GO:00426927Oral cavityOSCCmuscle cell differentiation175/7305384/187234.79e-031.92e-02175
GO:000150315Oral cavityLPossification123/4623408/187236.55e-033.84e-02123
GO:000164916Oral cavityLPosteoblast differentiation73/4623229/187238.09e-034.40e-0273
GO:000632519SkincSCCchromatin organization147/4864409/187234.41e-066.52e-05147
GO:000164923SkincSCCosteoblast differentiation89/4864229/187231.18e-051.51e-0489
GO:000633812SkincSCCchromatin remodeling94/4864255/187237.58e-057.26e-0494
GO:00718241SkincSCCprotein-DNA complex subunit organization87/4864241/187233.09e-042.47e-0387
GO:000150323SkincSCCossification137/4864408/187233.39e-042.68e-03137
GO:00711031SkincSCCDNA conformation change96/4864290/187233.87e-032.07e-0296
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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
ASF1ASNVMissense_Mutationc.245N>Tp.Gly82Valp.G82VQ9Y294protein_codingdeleterious(0.03)benign(0.441)TCGA-A2-A25A-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificCytoxanSD
ASF1AinsertionNonsense_Mutationnovelc.355_356insTCAAGTGATTCTCCTGCCTCAGCCTCCCAAGTp.Glu119ValfsTer3p.E119Vfs*3Q9Y294protein_codingTCGA-A2-A0EY-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
ASF1ASNVMissense_Mutationc.520C>Ap.Leu174Ilep.L174IQ9Y294protein_codingtolerated(0.13)benign(0.231)TCGA-AA-3977-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
ASF1ASNVMissense_Mutationc.160G>Ap.Asp54Asnp.D54NQ9Y294protein_codingdeleterious(0)probably_damaging(1)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
ASF1ASNVMissense_Mutationc.418N>Ap.Leu140Metp.L140MQ9Y294protein_codingdeleterious(0)probably_damaging(1)TCGA-D5-6926-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapy5-fluorouracilSD
ASF1ASNVMissense_Mutationrs755432972c.199G>Ap.Ala67Thrp.A67TQ9Y294protein_codingtolerated(0.23)probably_damaging(0.926)TCGA-A5-A0GH-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
ASF1ASNVMissense_Mutationc.325G>Tp.Val109Phep.V109FQ9Y294protein_codingdeleterious(0)probably_damaging(0.983)TCGA-AP-A059-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
ASF1ASNVMissense_Mutationc.274N>Ap.Val92Ilep.V92IQ9Y294protein_codingdeleterious(0)probably_damaging(0.997)TCGA-AP-A0LM-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
ASF1ASNVMissense_Mutationnovelc.136N>Tp.Gly46Cysp.G46CQ9Y294protein_codingdeleterious(0)probably_damaging(1)TCGA-AX-A1CE-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnspecificPaclitaxelSD
ASF1ASNVMissense_Mutationnovelc.556N>Cp.Trp186Argp.W186RQ9Y294protein_codingtolerated(0.32)benign(0.093)TCGA-DD-AADR-01Liverliver hepatocellular carcinomaMale<65I/IIUnknownUnknownPD
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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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