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: CHAF1A

Gene summary for CHAF1A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CHAF1A

Gene ID

10036

Gene namechromatin assembly factor 1 subunit A
Gene AliasCAF-1
Cytomap19p13.3
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q13111


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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
10036CHAF1ALZE7THumanEsophagusESCC9.32e-083.53e-010.0667
10036CHAF1ALZE24THumanEsophagusESCC7.65e-051.35e-010.0596
10036CHAF1ALZE21THumanEsophagusESCC1.16e-052.85e-010.0655
10036CHAF1AP1T-EHumanEsophagusESCC1.98e-116.14e-010.0875
10036CHAF1AP2T-EHumanEsophagusESCC3.99e-224.38e-010.1177
10036CHAF1AP4T-EHumanEsophagusESCC3.52e-153.95e-010.1323
10036CHAF1AP5T-EHumanEsophagusESCC1.00e-142.77e-010.1327
10036CHAF1AP8T-EHumanEsophagusESCC2.78e-072.43e-010.0889
10036CHAF1AP9T-EHumanEsophagusESCC2.41e-062.13e-010.1131
10036CHAF1AP10T-EHumanEsophagusESCC7.30e-123.07e-010.116
10036CHAF1AP15T-EHumanEsophagusESCC2.11e-031.26e-010.1149
10036CHAF1AP16T-EHumanEsophagusESCC6.19e-031.29e-010.1153
10036CHAF1AP17T-EHumanEsophagusESCC8.50e-052.24e-010.1278
10036CHAF1AP20T-EHumanEsophagusESCC6.20e-061.51e-010.1124
10036CHAF1AP21T-EHumanEsophagusESCC2.73e-041.09e-010.1617
10036CHAF1AP22T-EHumanEsophagusESCC2.41e-031.34e-010.1236
10036CHAF1AP23T-EHumanEsophagusESCC5.52e-072.00e-010.108
10036CHAF1AP24T-EHumanEsophagusESCC2.61e-062.71e-010.1287
10036CHAF1AP26T-EHumanEsophagusESCC8.56e-051.89e-010.1276
10036CHAF1AP27T-EHumanEsophagusESCC7.19e-051.59e-010.1055
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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
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
ThyroidThe 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.ATC: Anaplastic thyroid cancer
HT: Hashimoto's thyroiditis
PTC: Papillary thyroid 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:00062604EsophagusESCCDNA replication181/8552260/187233.55e-152.05e-13181
GO:000632517EsophagusESCCchromatin organization240/8552409/187236.52e-081.14e-06240
GO:00062603Oral cavityOSCCDNA replication159/7305260/187233.25e-131.59e-11159
GO:000632510Oral cavityOSCCchromatin organization190/7305409/187231.17e-035.97e-03190
GO:000632520ThyroidPTCchromatin organization183/5968409/187232.55e-085.70e-07183
GO:00062606ThyroidPTCDNA replication114/5968260/187233.09e-052.95e-04114
GO:00063385ThyroidPTCchromatin remodeling106/5968255/187236.56e-044.13e-03106
GO:0006325110ThyroidATCchromatin organization189/6293409/187236.40e-081.13e-06189
GO:000626013ThyroidATCDNA replication124/6293260/187231.58e-061.93e-05124
GO:000633813ThyroidATCchromatin remodeling109/6293255/187231.38e-037.15e-03109
GO:00718242ThyroidATCprotein-DNA complex subunit organization103/6293241/187231.84e-039.03e-03103
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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
CHAF1ASNVMissense_Mutationc.1709N>Gp.Tyr570Cysp.Y570CQ13111protein_codingdeleterious(0)probably_damaging(1)TCGA-BH-A0W5-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexCR
CHAF1ASNVMissense_Mutationnovelc.2725N>Ap.Glu909Lysp.E909KQ13111protein_codingdeleterious(0.01)probably_damaging(0.979)TCGA-BH-A1F8-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownPD
CHAF1ASNVMissense_Mutationc.1182N>Cp.Glu394Aspp.E394DQ13111protein_codingtolerated(0.13)probably_damaging(0.994)TCGA-D8-A27G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CHAF1ASNVMissense_Mutationnovelc.1099N>Ap.Ala367Thrp.A367TQ13111protein_codingdeleterious(0)probably_damaging(0.998)TCGA-OL-A5D7-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapycytoxanCR
CHAF1AinsertionFrame_Shift_Insnovelc.524_525insAp.Leu176ProfsTer52p.L176Pfs*52Q13111protein_codingTCGA-A7-A0CE-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
CHAF1AinsertionNonsense_Mutationnovelc.526_527insACACCCGGCCCAGATAGTCCCTp.Leu176HisfsTer6p.L176Hfs*6Q13111protein_codingTCGA-A7-A0CE-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
CHAF1AdeletionFrame_Shift_Delnovelc.1506delNp.Ser503AlafsTer7p.S503Afs*7Q13111protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
CHAF1AdeletionFrame_Shift_Delnovelc.252delNp.Asp84GlufsTer2p.D84Efs*2Q13111protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
CHAF1ASNVMissense_Mutationc.99N>Gp.Ile33Metp.I33MQ13111protein_codingdeleterious(0)possibly_damaging(0.776)TCGA-FU-A3HZ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
CHAF1ASNVMissense_Mutationrs749929809c.2540N>Tp.Ser847Leup.S847LQ13111protein_codingdeleterious(0.02)probably_damaging(0.922)TCGA-IR-A3LI-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
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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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