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: PHTF1

Gene summary for PHTF1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PHTF1

Gene ID

10745

Gene nameputative homeodomain transcription factor 1
Gene AliasPHTF
Cytomap1p13.2
Gene Typeprotein-coding
GO ID

GO:0005575

UniProtAcc

Q9UMS5


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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
10745PHTF1P83T-EHumanEsophagusESCC2.37e-062.21e-010.1738
10745PHTF1P91T-EHumanEsophagusESCC2.62e-023.51e-010.1828
10745PHTF1P107T-EHumanEsophagusESCC5.44e-041.16e-010.171
10745PHTF1P127T-EHumanEsophagusESCC7.94e-101.39e-010.0826
10745PHTF1P128T-EHumanEsophagusESCC7.07e-206.15e-010.1241
10745PHTF1P130T-EHumanEsophagusESCC5.98e-366.99e-010.1676
10745PHTF1HCC1_MengHumanLiverHCC4.83e-167.68e-040.0246
10745PHTF1HCC2_MengHumanLiverHCC2.73e-105.09e-020.0107
10745PHTF1HCC2HumanLiverHCC9.84e-031.93e+000.5341
10745PHTF1S014HumanLiverHCC2.71e-135.07e-010.2254
10745PHTF1S015HumanLiverHCC1.87e-125.78e-010.2375
10745PHTF1S016HumanLiverHCC1.19e-124.50e-010.2243
10745PHTF1S027HumanLiverHCC2.46e-034.31e-010.2446
10745PHTF1S028HumanLiverHCC7.20e-145.54e-010.2503
10745PHTF1S029HumanLiverHCC3.85e-114.63e-010.2581
10745PHTF1PTC01HumanThyroidPTC1.74e-064.51e-020.1899
10745PHTF1PTC06HumanThyroidPTC9.28e-061.48e-010.2057
10745PHTF1PTC07HumanThyroidPTC3.69e-077.13e-020.2044
10745PHTF1ATC09HumanThyroidATC4.41e-032.01e-010.2871
10745PHTF1ATC11HumanThyroidATC4.91e-043.62e-010.3386
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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
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
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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
PHTF1SNVMissense_Mutationc.29N>Gp.Ser10Trpp.S10WQ9UMS5protein_codingdeleterious(0.01)probably_damaging(0.963)TCGA-A2-A0EQ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
PHTF1SNVMissense_Mutationc.1677N>Ap.Phe559Leup.F559LQ9UMS5protein_codingtolerated(1)benign(0.065)TCGA-A8-A079-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapy5-fluorouracilSD
PHTF1insertionNonsense_Mutationnovelc.1060_1061insTATAAGTCAGTGAATCAATCAAGTCAGTGATTCAAATCAATAAATp.Gly354delinsValTerValSerGluSerIleLysSerValIleGlnIleAsnLysCysp.G354delinsV*VSESIKSVIQINKCQ9UMS5protein_codingTCGA-AO-A03T-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
PHTF1insertionFrame_Shift_Insrs750248180c.1637_1638insTp.Met547HisfsTer10p.M547Hfs*10Q9UMS5protein_codingTCGA-D8-A1Y1-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapytamoxiphenPD
PHTF1SNVMissense_Mutationc.953N>Gp.Ser318Cysp.S318CQ9UMS5protein_codingdeleterious(0.01)benign(0.219)TCGA-EK-A3GJ-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
PHTF1SNVMissense_Mutationc.702N>Cp.Lys234Asnp.K234NQ9UMS5protein_codingtolerated(0.13)possibly_damaging(0.704)TCGA-EK-A3GK-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
PHTF1SNVMissense_Mutationc.96G>Cp.Gln32Hisp.Q32HQ9UMS5protein_codingdeleterious(0.01)possibly_damaging(0.837)TCGA-MU-A51Y-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
PHTF1SNVMissense_Mutationnovelc.1648G>Ap.Val550Metp.V550MQ9UMS5protein_codingdeleterious(0)probably_damaging(0.999)TCGA-VS-A9U6-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
PHTF1SNVMissense_Mutationnovelc.632N>Cp.Arg211Thrp.R211TQ9UMS5protein_codingdeleterious(0.05)benign(0.069)TCGA-VS-A9UZ-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
PHTF1SNVMissense_Mutationc.1476N>Gp.Phe492Leup.F492LQ9UMS5protein_codingtolerated(0.21)benign(0.015)TCGA-A6-4105-01Colorectumcolon 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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