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

Home

Download

Statistics

Help

Contact

Center for Computational Systems Medicine
leaf

Gene summary

leaf

Malignant transformation analysis

leaf

Malignant transformation related pathway analysis

leaf

Cell-cell communication analysis

leaf

Single-cell gene regulatory network inference analysis

leaf

Somatic mutation of malignant transformation related genes

leaf

Related drugs of malignant transformation related genes

Gene: PHB

Gene summary for PHB

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PHB

Gene ID

5245

Gene nameprohibitin
Gene AliasHEL-215
Cytomap17q21.33
Gene Typeprotein-coding
GO ID

GO:0000122

UniProtAcc

A8K401


Top

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
5245PHBAEH-subject1HumanEndometriumAEH3.58e-06-2.62e-01-0.3059
5245PHBAEH-subject2HumanEndometriumAEH1.17e-09-3.31e-01-0.2525
5245PHBAEH-subject3HumanEndometriumAEH3.07e-03-1.41e-01-0.2576
5245PHBAEH-subject4HumanEndometriumAEH5.01e-06-3.02e-01-0.2657
5245PHBAEH-subject5HumanEndometriumAEH4.44e-05-2.44e-01-0.2953
5245PHBEEC-subject1HumanEndometriumEEC3.25e-15-3.62e-01-0.2682
5245PHBEEC-subject2HumanEndometriumEEC5.27e-07-3.06e-01-0.2607
5245PHBEEC-subject3HumanEndometriumEEC1.32e-43-4.10e-01-0.2525
5245PHBEEC-subject4HumanEndometriumEEC3.05e-02-1.64e-02-0.2571
5245PHBEEC-subject5HumanEndometriumEEC2.14e-03-1.68e-01-0.249
5245PHBGSM5276934HumanEndometriumEEC3.54e-06-2.81e-01-0.0913
5245PHBGSM5276937HumanEndometriumEEC2.24e-04-2.59e-01-0.0897
5245PHBGSM6177620_NYU_UCEC1_lib1_lib1HumanEndometriumEEC2.52e-25-2.58e-01-0.1869
5245PHBGSM6177620_NYU_UCEC1_lib2_lib2HumanEndometriumEEC2.79e-27-1.94e-01-0.1875
5245PHBGSM6177620_NYU_UCEC1_lib3_lib3HumanEndometriumEEC2.18e-27-1.42e-01-0.1883
5245PHBGSM6177621_NYU_UCEC2_lib1_lib1HumanEndometriumEEC5.02e-27-2.11e-01-0.1934
5245PHBGSM6177622_NYU_UCEC3_lib1_lib1HumanEndometriumEEC3.71e-44-1.24e-01-0.1917
5245PHBGSM6177622_NYU_UCEC3_lib2_lib2HumanEndometriumEEC4.06e-36-1.44e-01-0.1916
5245PHBGSM6177623_NYU_UCEC3_VisHumanEndometriumEEC3.76e-03-2.20e-02-0.1269
5245PHBLZE2DHumanEsophagusHGIN1.73e-021.75e-010.0642
Page: 1 2 3 4 5 6 7 8 

check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid 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
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
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
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
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.

Top

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).
Page: 1 2 3 4 5 6 7 8 9 

check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:00022214Oral cavityOSCCpattern recognition receptor signaling pathway95/7305172/187231.11e-051.15e-0495
GO:00027537Oral cavityOSCCcytoplasmic pattern recognition receptor signaling pathway40/730560/187231.32e-051.33e-0440
GO:00518517Oral cavityOSCCmodulation by host of symbiont process40/730560/187231.32e-051.33e-0440
GO:00619127Oral cavityOSCCselective autophagy44/730568/187231.57e-051.57e-0444
GO:002240718Oral cavityOSCCregulation of cell-cell adhesion218/7305448/187231.71e-051.68e-04218
GO:004671820Oral cavityOSCCviral entry into host cell81/7305144/187231.98e-051.89e-0481
GO:00714569Oral cavityOSCCcellular response to hypoxia84/7305151/187232.46e-052.30e-0484
GO:00510917Oral cavityOSCCpositive regulation of DNA-binding transcription factor activity134/7305260/187232.52e-052.35e-04134
GO:19019924Oral cavityOSCCpositive regulation of mitotic cell cycle phase transition56/730593/187232.76e-052.56e-0456
GO:005067310Oral cavityOSCCepithelial cell proliferation212/7305437/187232.82e-052.61e-04212
GO:00303084Oral cavityOSCCnegative regulation of cell growth101/7305188/187232.85e-052.63e-04101
GO:000166719Oral cavityOSCCameboidal-type cell migration228/7305475/187233.46e-053.10e-04228
GO:003629417Oral cavityOSCCcellular response to decreased oxygen levels88/7305161/187233.91e-053.43e-0488
GO:00507679Oral cavityOSCCregulation of neurogenesis179/7305364/187234.49e-053.84e-04179
GO:004340116Oral cavityOSCCsteroid hormone mediated signaling pathway76/7305136/187234.76e-053.99e-0476
GO:190437716Oral cavityOSCCpositive regulation of protein localization to cell periphery43/730569/187237.43e-055.81e-0443
GO:000164910Oral cavityOSCCosteoblast differentiation118/7305229/187237.51e-055.85e-04118
GO:19019895Oral cavityOSCCpositive regulation of cell cycle phase transition65/7305115/187231.03e-047.69e-0465
GO:001063118Oral cavityOSCCepithelial cell migration174/7305357/187231.04e-047.70e-04174
GO:00380614Oral cavityOSCCNIK/NF-kappaB signaling78/7305143/187231.14e-048.35e-0478
Page: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
Page: 1 

Top

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
EFNB2EPHB1EFNB2_EPHB1EPHBBreastDCIS
EFNB1EPHB1EFNB1_EPHB1EPHBBreastHealthy
EFNB2EPHB1EFNB2_EPHB1EPHBBreastHealthy
EFNA5EPHB2EFNA5_EPHB2EPHACervixCC
EFNB1EPHB2EFNB1_EPHB2EPHBCervixCC
EFNB2EPHB2EFNB2_EPHB2EPHBCervixCC
EFNB1EPHB2EFNB1_EPHB2EPHBCRCAD
EFNB1EPHB4EFNB1_EPHB4EPHBCRCAD
EFNB2EPHB2EFNB2_EPHB2EPHBCRCAD
EFNA5EPHB2EFNA5_EPHB2EPHACRCAD
EFNA5EPHB2EFNA5_EPHB2EPHACRCADJ
EFNB1EPHB2EFNB1_EPHB2EPHBCRCADJ
EFNB2EPHB2EFNB2_EPHB2EPHBCRCADJ
EFNA5EPHB2EFNA5_EPHB2EPHACRCCRC
EFNB2EPHB2EFNB2_EPHB2EPHBCRCCRC
EFNA5EPHB2EFNA5_EPHB2EPHACRCFAP
EFNB2EPHB2EFNB2_EPHB2EPHBCRCFAP
EFNA5EPHB2EFNA5_EPHB2EPHACRCHealthy
EFNB2EPHB2EFNB2_EPHB2EPHBCRCHealthy
EFNA5EPHB2EFNA5_EPHB2EPHACRCMSI-H
Page: 1 

Top

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.
Page: 1 

Top

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
PHBSNVMissense_Mutationnovelc.590G>Cp.Arg197Thrp.R197TP35232protein_codingdeleterious(0.02)possibly_damaging(0.848)TCGA-A8-A09Q-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapyanastrozoleSD
PHBinsertionNonsense_Mutationnovelc.69_70insTATTCAAAAAGAGCTTCCCAGCCCACTTCCTAGTTGGATGTGCp.Asn24TyrfsTer11p.N24Yfs*11P35232protein_codingTCGA-AN-A0FX-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
PHBinsertionNonsense_Mutationnovelc.249_250insTTCTCATAGACAGGGAAATAAGCTCAGGTTGGCTAAGGCTTAGAGAGp.Asp84PhefsTer3p.D84Ffs*3P35232protein_codingTCGA-AO-A03T-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
PHBSNVMissense_Mutationc.349N>Tp.Arg117Cysp.R117CP35232protein_codingdeleterious(0.02)benign(0.007)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
PHBSNVMissense_Mutationc.466G>Ap.Glu156Lysp.E156KP35232protein_codingtolerated(0.36)benign(0.314)TCGA-IR-A3LK-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinPD
PHBSNVMissense_Mutationc.347N>Cp.Glu116Alap.E116AP35232protein_codingdeleterious(0.01)probably_damaging(0.933)TCGA-AA-A022-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
PHBSNVMissense_Mutationc.349C>Tp.Arg117Cysp.R117CP35232protein_codingdeleterious(0.02)benign(0.007)TCGA-D5-6928-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
PHBSNVMissense_Mutationrs377541756c.626N>Tp.Ala209Valp.A209VP35232protein_codingdeleterious(0.04)benign(0.327)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
PHBSNVMissense_Mutationnovelc.175C>Tp.Pro59Serp.P59SP35232protein_codingdeleterious(0)probably_damaging(1)TCGA-AJ-A8CW-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
PHBSNVMissense_Mutationrs759272172c.397N>Tp.Arg133Cysp.R133CP35232protein_codingtolerated(0.06)benign(0.021)TCGA-AP-A059-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
Page: 1 2 3 

Top

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
Page: 1