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: PHYH

Gene summary for PHYH

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PHYH

Gene ID

5264

Gene namephytanoyl-CoA 2-hydroxylase
Gene AliasLN1
Cytomap10p13
Gene Typeprotein-coding
GO ID

GO:0001561

UniProtAcc

O14832


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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
5264PHYHLZE3DHumanEsophagusHGIN4.40e-023.61e-010.0668
5264PHYHLZE4THumanEsophagusESCC1.98e-122.82e-010.0811
5264PHYHLZE7THumanEsophagusESCC3.52e-028.89e-020.0667
5264PHYHLZE24THumanEsophagusESCC5.88e-052.52e-020.0596
5264PHYHLZE6THumanEsophagusESCC1.42e-052.44e-010.0845
5264PHYHP2T-EHumanEsophagusESCC4.01e-151.21e-010.1177
5264PHYHP4T-EHumanEsophagusESCC1.05e-173.02e-010.1323
5264PHYHP5T-EHumanEsophagusESCC1.16e-061.52e-010.1327
5264PHYHP8T-EHumanEsophagusESCC5.14e-101.93e-010.0889
5264PHYHP9T-EHumanEsophagusESCC3.88e-111.41e-010.1131
5264PHYHP10T-EHumanEsophagusESCC8.60e-171.68e-010.116
5264PHYHP11T-EHumanEsophagusESCC4.20e-144.26e-010.1426
5264PHYHP12T-EHumanEsophagusESCC1.80e-601.05e+000.1122
5264PHYHP15T-EHumanEsophagusESCC1.16e-071.49e-010.1149
5264PHYHP16T-EHumanEsophagusESCC2.89e-173.63e-010.1153
5264PHYHP19T-EHumanEsophagusESCC1.72e-063.10e-010.1662
5264PHYHP20T-EHumanEsophagusESCC6.16e-095.32e-020.1124
5264PHYHP21T-EHumanEsophagusESCC4.80e-315.79e-010.1617
5264PHYHP22T-EHumanEsophagusESCC4.91e-365.13e-010.1236
5264PHYHP24T-EHumanEsophagusESCC6.85e-078.95e-020.1287
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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
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:00193957Oral cavityOSCCfatty acid oxidation57/7305103/187235.58e-043.23e-0357
GO:00344406Oral cavityOSCClipid oxidation59/7305108/187237.01e-043.89e-0359
GO:00442826Oral cavityOSCCsmall molecule catabolic process174/7305376/187232.25e-031.00e-02174
GO:00442426Oral cavityOSCCcellular lipid catabolic process104/7305214/187232.61e-031.15e-02104
GO:00067203Oral cavityOSCCisoprenoid metabolic process59/7305116/187236.18e-032.33e-0259
GO:00436484Oral cavityOSCCdicarboxylic acid metabolic process50/730596/187236.24e-032.35e-0250
GO:00193959ThyroidATCfatty acid oxidation46/6293103/187231.26e-024.42e-0246
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa041467EsophagusESCCPeroxisome55/420582/84651.04e-033.27e-031.68e-0355
hsa0414612EsophagusESCCPeroxisome55/420582/84651.04e-033.27e-031.68e-0355
hsa041462LiverCirrhoticPeroxisome36/253082/84654.79e-031.74e-021.07e-0236
hsa041463LiverCirrhoticPeroxisome36/253082/84654.79e-031.74e-021.07e-0236
hsa041464LiverHCCPeroxisome58/402082/84651.57e-051.05e-045.85e-0558
hsa041465LiverHCCPeroxisome58/402082/84651.57e-051.05e-045.85e-0558
hsa041466Oral cavityOSCCPeroxisome47/370482/84659.01e-032.01e-021.03e-0247
hsa0414611Oral cavityOSCCPeroxisome47/370482/84659.01e-032.01e-021.03e-0247
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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
PHYHSNVMissense_Mutationc.1012C>Gp.Leu338Valp.L338VO14832protein_codingdeleterious(0)possibly_damaging(0.708)TCGA-E2-A14V-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
PHYHdeletionFrame_Shift_Delc.683delGp.Gly228GlufsTer22p.G228Efs*22O14832protein_codingTCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
PHYHinsertionFrame_Shift_Insnovelc.278_279insAAAACCCp.Leu96GlufsTer22p.L96Efs*22O14832protein_codingTCGA-B6-A0IK-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
PHYHinsertionFrame_Shift_Insnovelc.276_277insCTTTGCGTCGGCTTAATTGCCAGTGTGTATGTCTGCCTp.Val93LeufsTer14p.V93Lfs*14O14832protein_codingTCGA-B6-A0IK-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
PHYHinsertionFrame_Shift_Insnovelc.262dupAp.Ile88AsnfsTer28p.I88Nfs*28O14832protein_codingTCGA-BH-A18G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
PHYHdeletionFrame_Shift_Delnovelc.330delAp.Glu110AspfsTer8p.E110Dfs*8O14832protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
PHYHSNVMissense_Mutationrs150982538c.476N>Cp.Ile159Thrp.I159TO14832protein_codingdeleterious(0)probably_damaging(0.999)TCGA-C5-A3HE-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
PHYHSNVMissense_Mutationrs752028596c.512N>Ap.Arg171Hisp.R171HO14832protein_codingdeleterious(0)probably_damaging(0.996)TCGA-A6-5661-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
PHYHSNVMissense_Mutationrs764637574c.173N>Tp.Arg58Ilep.R58IO14832protein_codingdeleterious(0.01)benign(0.248)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
PHYHSNVMissense_Mutationc.933N>Ap.Phe311Leup.F311LO14832protein_codingtolerated(0.81)benign(0)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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