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: NFYA

Gene summary for NFYA

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

NFYA

Gene ID

4800

Gene namenuclear transcription factor Y subunit alpha
Gene AliasCBF-A
Cytomap6p21.1
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

P23511


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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
4800NFYALZE2THumanEsophagusESCC4.04e-022.67e-010.082
4800NFYALZE4THumanEsophagusESCC1.29e-041.51e-010.0811
4800NFYALZE7THumanEsophagusESCC2.37e-042.08e-010.0667
4800NFYALZE24THumanEsophagusESCC1.73e-071.78e-010.0596
4800NFYALZE6THumanEsophagusESCC9.76e-032.09e-010.0845
4800NFYAP1T-EHumanEsophagusESCC3.58e-022.18e-010.0875
4800NFYAP2T-EHumanEsophagusESCC7.84e-151.33e-010.1177
4800NFYAP4T-EHumanEsophagusESCC1.17e-112.07e-010.1323
4800NFYAP5T-EHumanEsophagusESCC3.79e-081.53e-010.1327
4800NFYAP8T-EHumanEsophagusESCC9.52e-048.49e-020.0889
4800NFYAP9T-EHumanEsophagusESCC2.25e-071.80e-010.1131
4800NFYAP10T-EHumanEsophagusESCC7.31e-141.98e-010.116
4800NFYAP11T-EHumanEsophagusESCC2.06e-064.73e-010.1426
4800NFYAP12T-EHumanEsophagusESCC1.93e-071.42e-010.1122
4800NFYAP15T-EHumanEsophagusESCC6.63e-091.33e-010.1149
4800NFYAP16T-EHumanEsophagusESCC1.81e-152.56e-010.1153
4800NFYAP17T-EHumanEsophagusESCC9.78e-031.33e-010.1278
4800NFYAP20T-EHumanEsophagusESCC2.22e-041.55e-010.1124
4800NFYAP21T-EHumanEsophagusESCC5.17e-071.32e-010.1617
4800NFYAP22T-EHumanEsophagusESCC4.85e-161.64e-010.1236
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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
∗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:004851118EsophagusESCCrhythmic process164/8552298/187236.80e-043.57e-03164
GO:004851121LiverHCCrhythmic process156/7958298/187233.54e-042.46e-03156
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0501728EsophagusESCCSpinocerebellar ataxia94/4205143/84656.77e-052.90e-041.48e-0494
hsa051527EsophagusESCCTuberculosis111/4205180/84657.14e-042.32e-031.19e-03111
hsa0461230EsophagusESCCAntigen processing and presentation51/420578/84653.57e-039.34e-034.78e-0351
hsa0501736EsophagusESCCSpinocerebellar ataxia94/4205143/84656.77e-052.90e-041.48e-0494
hsa0515212EsophagusESCCTuberculosis111/4205180/84657.14e-042.32e-031.19e-03111
hsa04612114EsophagusESCCAntigen processing and presentation51/420578/84653.57e-039.34e-034.78e-0351
hsa0501721LiverHCCSpinocerebellar ataxia92/4020143/84653.20e-051.88e-041.04e-0492
hsa0501731LiverHCCSpinocerebellar ataxia92/4020143/84653.20e-051.88e-041.04e-0492
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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
NFYAFIBLungHealthyGTPBP1,NR4A3,FGFBP2, etc.4.80e-01The 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.
NFYAADIPOLungIACGTPBP1,NR4A3,FGFBP2, etc.5.03e-02The 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.
∗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
NFYASNVMissense_Mutationnovelc.856N>Cp.Glu286Glnp.E286QP23511protein_codingdeleterious(0.01)probably_damaging(1)TCGA-BH-A0B6-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
NFYASNVMissense_Mutationc.1012N>Cp.Glu338Glnp.E338QP23511protein_codingdeleterious_low_confidence(0.04)benign(0.043)TCGA-BH-A0HP-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapydoxorubicinSD
NFYASNVMissense_Mutationnovelc.95C>Ap.Ala32Aspp.A32DP23511protein_codingdeleterious_low_confidence(0)possibly_damaging(0.908)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
NFYASNVMissense_Mutationc.772G>Ap.Glu258Lysp.E258KP23511protein_codingdeleterious(0.01)possibly_damaging(0.85)TCGA-DR-A0ZM-01Cervixcervical & endocervical cancerFemale<65III/IVUnspecificCisplatinSD
NFYASNVMissense_Mutationc.1009N>Ap.Glu337Lysp.E337KP23511protein_codingtolerated_low_confidence(0.09)benign(0.031)TCGA-EK-A2R8-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
NFYASNVMissense_Mutationc.831N>Cp.Lys277Asnp.K277NP23511protein_codingdeleterious(0)probably_damaging(0.998)TCGA-EK-A2RK-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
NFYASNVMissense_Mutationc.934C>Tp.Arg312Cysp.R312CP23511protein_codingdeleterious(0)probably_damaging(1)TCGA-AA-3494-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyfolinicPR
NFYASNVMissense_Mutationc.934C>Tp.Arg312Cysp.R312CP23511protein_codingdeleterious(0)probably_damaging(1)TCGA-AA-3977-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
NFYASNVMissense_Mutationc.722N>Ap.Pro241Hisp.P241HP23511protein_codingdeleterious(0)probably_damaging(0.97)TCGA-AD-6889-01Colorectumcolon adenocarcinomaMale>=65I/IIChemotherapyxelodaPD
NFYASNVMissense_Mutationc.205N>Ap.Leu69Ilep.L69IP23511protein_codingdeleterious_low_confidence(0.01)possibly_damaging(0.636)TCGA-CA-6718-01Colorectumcolon adenocarcinomaMale<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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