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: PHF10

Gene summary for PHF10

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PHF10

Gene ID

55274

Gene namePHD finger protein 10
Gene AliasBAF45A
Cytomap6q27
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q8WUB8


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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
55274PHF10HCC1_MengHumanLiverHCC1.66e-28-3.73e-020.0246
55274PHF10HCC2_MengHumanLiverHCC5.14e-08-1.26e-020.0107
55274PHF10HCC1HumanLiverHCC1.43e-033.91e+000.5336
55274PHF10HCC2HumanLiverHCC1.09e-163.91e+000.5341
55274PHF10S014HumanLiverHCC1.72e-033.56e-010.2254
55274PHF10S015HumanLiverHCC3.15e-033.78e-010.2375
55274PHF10S028HumanLiverHCC2.46e-125.69e-010.2503
55274PHF10S029HumanLiverHCC9.22e-115.98e-010.2581
55274PHF10Adj_PTCwithHT_6HumanThyroidHT1.15e-03-2.33e-010.02
55274PHF10PTCwithHT_6HumanThyroidHT2.43e-03-2.18e-010.02
55274PHF10PTCwithHT_8HumanThyroidHT5.43e-04-2.20e-010.0351
55274PHF10male-WTAHumanThyroidPTC7.56e-553.76e-010.1037
55274PHF10PTC01HumanThyroidPTC1.26e-12-5.91e-020.1899
55274PHF10PTC04HumanThyroidPTC2.08e-212.45e-010.1927
55274PHF10PTC05HumanThyroidPTC1.34e-114.74e-010.2065
55274PHF10PTC06HumanThyroidPTC1.93e-275.96e-010.2057
55274PHF10PTC07HumanThyroidPTC9.15e-312.73e-010.2044
55274PHF10ATC09HumanThyroidATC1.23e-063.47e-020.2871
55274PHF10ATC12HumanThyroidATC3.20e-16-7.16e-020.34
55274PHF10ATC13HumanThyroidATC2.42e-317.96e-010.34
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa052258LiverHCCHepatocellular carcinoma106/4020168/84652.87e-051.85e-041.03e-04106
hsa0522511LiverHCCHepatocellular carcinoma106/4020168/84652.87e-051.85e-041.03e-04106
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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
PHF10deletionFrame_Shift_Delnovelc.714delNp.Lys239SerfsTer41p.K239Sfs*41Q8WUB8protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
PHF10SNVMissense_Mutationrs747615034c.509N>Ap.Arg170Hisp.R170HQ8WUB8protein_codingdeleterious(0)possibly_damaging(0.807)TCGA-CA-6718-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownPD
PHF10SNVMissense_Mutationc.190C>Ap.Leu64Ilep.L64IQ8WUB8protein_codingtolerated(0.13)benign(0.137)TCGA-CM-4750-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapyfluorouracilSD
PHF10SNVMissense_Mutationc.539N>Tp.Tyr180Phep.Y180FQ8WUB8protein_codingdeleterious(0.01)possibly_damaging(0.501)TCGA-CM-5861-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownPD
PHF10SNVMissense_Mutationnovelc.1241N>Gp.Asp414Glyp.D414GQ8WUB8protein_codingtolerated(0.15)benign(0.348)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
PHF10SNVMissense_Mutationnovelc.1061G>Tp.Arg354Ilep.R354IQ8WUB8protein_codingtolerated(0.17)benign(0.14)TCGA-F5-6814-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
PHF10deletionFrame_Shift_Delc.618delAp.Ala207GlnfsTer8p.A207Qfs*8Q8WUB8protein_codingTCGA-NH-A5IV-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
PHF10SNVMissense_Mutationc.653N>Ap.Arg218Hisp.R218HQ8WUB8protein_codingdeleterious(0.01)benign(0.276)TCGA-AJ-A3BH-01Endometriumuterine corpus endometrioid carcinomaFemaleUnknownI/IIUnknownUnknownSD
PHF10SNVMissense_Mutationnovelc.515G>Ap.Arg172Glnp.R172QQ8WUB8protein_codingtolerated(0.06)benign(0.079)TCGA-AJ-A3EL-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
PHF10SNVMissense_Mutationnovelc.865G>Tp.Asp289Tyrp.D289YQ8WUB8protein_codingdeleterious(0)possibly_damaging(0.804)TCGA-AP-A059-01Endometriumuterine 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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