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: P4HTM

Gene summary for P4HTM

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

P4HTM

Gene ID

54681

Gene nameprolyl 4-hydroxylase, transmembrane
Gene AliasEGLN4
Cytomap3p21.31
Gene Typeprotein-coding
GO ID

GO:0002262

UniProtAcc

Q9NXG6


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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
54681P4HTMLZE20THumanEsophagusESCC1.46e-021.79e-010.0662
54681P4HTMLZE22THumanEsophagusESCC1.24e-033.06e-010.068
54681P4HTMLZE24THumanEsophagusESCC4.64e-154.55e-010.0596
54681P4HTMP1T-EHumanEsophagusESCC9.04e-073.36e-010.0875
54681P4HTMP2T-EHumanEsophagusESCC3.97e-069.48e-020.1177
54681P4HTMP4T-EHumanEsophagusESCC5.59e-264.08e-010.1323
54681P4HTMP5T-EHumanEsophagusESCC2.27e-087.42e-020.1327
54681P4HTMP8T-EHumanEsophagusESCC4.69e-345.70e-010.0889
54681P4HTMP9T-EHumanEsophagusESCC2.90e-082.24e-010.1131
54681P4HTMP10T-EHumanEsophagusESCC6.69e-141.05e-010.116
54681P4HTMP11T-EHumanEsophagusESCC5.94e-093.60e-010.1426
54681P4HTMP12T-EHumanEsophagusESCC1.76e-183.30e-010.1122
54681P4HTMP15T-EHumanEsophagusESCC2.36e-163.22e-010.1149
54681P4HTMP17T-EHumanEsophagusESCC8.12e-072.85e-010.1278
54681P4HTMP20T-EHumanEsophagusESCC1.81e-081.79e-010.1124
54681P4HTMP21T-EHumanEsophagusESCC6.54e-081.75e-010.1617
54681P4HTMP23T-EHumanEsophagusESCC4.89e-091.70e-010.108
54681P4HTMP24T-EHumanEsophagusESCC2.93e-192.70e-010.1287
54681P4HTMP26T-EHumanEsophagusESCC1.38e-203.99e-010.1276
54681P4HTMP27T-EHumanEsophagusESCC4.60e-193.33e-010.1055
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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
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
GO:003410122LiverHCCerythrocyte homeostasis79/7958129/187231.32e-051.47e-0479
GO:000226222LiverHCCmyeloid cell homeostasis93/7958157/187231.67e-051.81e-0493
GO:003021812LiverHCCerythrocyte differentiation73/7958120/187233.82e-053.80e-0473
GO:003009922LiverHCCmyeloid cell differentiation200/7958381/187234.64e-054.49e-04200
GO:004887222LiverHCChomeostasis of number of cells147/7958272/187237.48e-056.70e-04147
GO:0018126LiverHCCprotein hydroxylation18/795827/187239.75e-033.66e-0218
GO:00456465LiverHCCregulation of erythrocyte differentiation28/795847/187231.36e-024.83e-0228
GO:003009920Oral cavityOSCCmyeloid cell differentiation213/7305381/187231.24e-114.42e-10213
GO:000226220Oral cavityOSCCmyeloid cell homeostasis98/7305157/187232.29e-095.34e-0898
GO:004887220Oral cavityOSCChomeostasis of number of cells152/7305272/187231.08e-082.23e-07152
GO:003410120Oral cavityOSCCerythrocyte homeostasis81/7305129/187233.75e-087.06e-0781
GO:00182088Oral cavityOSCCpeptidyl-proline modification42/730558/187232.49e-073.92e-0642
GO:003021820Oral cavityOSCCerythrocyte differentiation74/7305120/187234.09e-076.06e-0674
GO:00181262Oral cavityOSCCprotein hydroxylation22/730527/187237.89e-068.49e-0522
GO:190370618Oral cavityOSCCregulation of hemopoiesis180/7305367/187235.16e-054.30e-04180
GO:004564617Oral cavityOSCCregulation of erythrocyte differentiation31/730547/187231.66e-041.14e-0331
GO:00195113Oral cavityOSCCpeptidyl-proline hydroxylation13/730515/187232.07e-041.36e-0313
GO:004563720Oral cavityOSCCregulation of myeloid cell differentiation106/7305210/187234.58e-042.76e-03106
GO:00184013Oral cavityOSCCpeptidyl-proline hydroxylation to 4-hydroxy-L-proline9/730510/187231.36e-036.62e-039
GO:003009918ProstateBPHmyeloid cell differentiation115/3107381/187232.22e-111.51e-09115
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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
P4HTMSNVMissense_Mutationc.533A>Cp.Glu178Alap.E178AQ9NXG6protein_codingtolerated(0.49)benign(0.269)TCGA-AR-A1AJ-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
P4HTMSNVMissense_Mutationnovelc.1592N>Cp.Phe531Serp.F531SQ9NXG6protein_codingdeleterious(0)possibly_damaging(0.739)TCGA-D8-A1X6-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapytamoxiphenSD
P4HTMSNVMissense_Mutationc.529G>Ap.Glu177Lysp.E177KQ9NXG6protein_codingtolerated(0.08)possibly_damaging(0.737)TCGA-A6-A56B-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyfluorouracilPD
P4HTMSNVMissense_Mutationnovelc.698C>Tp.Ala233Valp.A233VQ9NXG6protein_codingdeleterious(0.04)probably_damaging(0.994)TCGA-AZ-4313-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
P4HTMSNVMissense_Mutationc.455C>Gp.Thr152Serp.T152SQ9NXG6protein_codingtolerated(1)benign(0)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
P4HTMSNVMissense_Mutationc.1526N>Ap.Arg509Hisp.R509HQ9NXG6protein_codingdeleterious(0.05)benign(0.379)TCGA-G4-6628-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
P4HTMSNVMissense_Mutationc.1385N>Ap.Arg462Glnp.R462QQ9NXG6protein_codingtolerated(0.28)benign(0.147)TCGA-EI-6882-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
P4HTMSNVMissense_Mutationrs568151159c.911C>Tp.Ser304Leup.S304LQ9NXG6protein_codingdeleterious(0)benign(0.09)TCGA-AJ-A3OK-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIChemotherapycarboplatinCR
P4HTMSNVMissense_Mutationc.1099N>Tp.Pro367Serp.P367SQ9NXG6protein_codingtolerated(0.27)benign(0)TCGA-AP-A059-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
P4HTMSNVMissense_Mutationc.1658N>Gp.Asp553Glyp.D553GQ9NXG6protein_codingdeleterious_low_confidence(0.01)probably_damaging(0.974)TCGA-AP-A0LM-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
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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
54681P4HTMTRANSCRIPTION FACTOR, DRUGGABLE GENOMEinhibitorCHEMBL3544988DAPRODUSTAT
54681P4HTMTRANSCRIPTION FACTOR, DRUGGABLE GENOMEinhibitorCHEMBL2338329ROXADUSTAT
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