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: PHC3

Gene summary for PHC3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PHC3

Gene ID

80012

Gene namepolyhomeotic homolog 3
Gene AliasEDR3
Cytomap3q26.2
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

B4E2T1


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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
80012PHC3CCI_1HumanCervixCC4.53e-025.15e-010.528
80012PHC3CCI_2HumanCervixCC2.60e-201.78e+000.5249
80012PHC3CCI_3HumanCervixCC1.83e-111.00e+000.516
80012PHC3sample3HumanCervixCC1.42e-027.04e-020.1387
80012PHC3HTA11_3410_2000001011HumanColorectumAD9.73e-04-3.08e-010.0155
80012PHC3HTA11_347_2000001011HumanColorectumAD3.20e-054.68e-01-0.1954
80012PHC3HTA11_10711_2000001011HumanColorectumAD4.47e-03-1.48e-010.0338
80012PHC3HTA11_7696_3000711011HumanColorectumAD2.97e-03-2.49e-010.0674
80012PHC3HTA11_99999973899_84307HumanColorectumMSS1.85e-03-5.52e-010.2585
80012PHC3HTA11_99999974143_84620HumanColorectumMSS1.76e-14-4.68e-010.3005
80012PHC3A001-C-207HumanColorectumFAP2.92e-03-3.00e-010.1278
80012PHC3A015-C-203HumanColorectumFAP3.49e-38-6.49e-01-0.1294
80012PHC3A015-C-204HumanColorectumFAP6.86e-11-5.17e-01-0.0228
80012PHC3A014-C-040HumanColorectumFAP3.16e-03-3.28e-01-0.1184
80012PHC3A002-C-201HumanColorectumFAP4.86e-15-4.80e-010.0324
80012PHC3A002-C-203HumanColorectumFAP1.54e-05-3.18e-010.2786
80012PHC3A001-C-119HumanColorectumFAP6.63e-07-4.71e-01-0.1557
80012PHC3A001-C-108HumanColorectumFAP2.15e-22-4.17e-01-0.0272
80012PHC3A002-C-205HumanColorectumFAP3.19e-25-6.15e-01-0.1236
80012PHC3A001-C-104HumanColorectumFAP4.88e-07-3.66e-010.0184
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
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
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
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
PHC3SNVMissense_Mutationc.638N>Tp.Ser213Leup.S213LQ8NDX5protein_codingdeleterious(0.02)probably_damaging(0.978)TCGA-A8-A0A7-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
PHC3SNVMissense_Mutationc.720C>Gp.Ser240Argp.S240RQ8NDX5protein_codingdeleterious(0.01)possibly_damaging(0.696)TCGA-AN-A04D-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
PHC3SNVMissense_Mutationc.947C>Gp.Ser316Cysp.S316CQ8NDX5protein_codingdeleterious(0.02)possibly_damaging(0.473)TCGA-C8-A1HM-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydoxorubicinCR
PHC3SNVMissense_Mutationrs780757485c.1045N>Gp.Ile349Valp.I349VQ8NDX5protein_codingtolerated(0.12)benign(0)TCGA-D8-A1XU-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
PHC3SNVMissense_Mutationc.203G>Ap.Arg68Glnp.R68QQ8NDX5protein_codingdeleterious(0)probably_damaging(0.995)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
PHC3SNVMissense_Mutationrs368703405c.56N>Tp.Pro19Leup.P19LQ8NDX5protein_codingtolerated_low_confidence(0.08)benign(0)TCGA-EK-A2PI-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
PHC3SNVMissense_Mutationnovelc.742N>Gp.Ser248Glyp.S248GQ8NDX5protein_codingtolerated(0.14)benign(0)TCGA-A6-2672-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
PHC3SNVMissense_Mutationc.1910N>Ap.Gly637Glup.G637EQ8NDX5protein_codingdeleterious(0.03)possibly_damaging(0.774)TCGA-AA-3492-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
PHC3SNVMissense_Mutationc.1469N>Ap.Gly490Aspp.G490DQ8NDX5protein_codingdeleterious(0.01)benign(0.158)TCGA-AA-3663-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
PHC3SNVMissense_Mutationc.2945C>Tp.Ala982Valp.A982VQ8NDX5protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AA-3672-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
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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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