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: CPTP

Gene summary for CPTP

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CPTP

Gene ID

80772

Gene nameceramide-1-phosphate transfer protein
Gene AliasGLTPD1
Cytomap1p36.33
Gene Typeprotein-coding
GO ID

GO:0001816

UniProtAcc

Q5TA50


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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
80772CPTPLZE20THumanEsophagusESCC2.77e-103.09e-010.0662
80772CPTPLZE22THumanEsophagusESCC1.69e-073.83e-010.068
80772CPTPLZE24THumanEsophagusESCC1.98e-225.50e-010.0596
80772CPTPLZE21THumanEsophagusESCC9.27e-052.44e-010.0655
80772CPTPP1T-EHumanEsophagusESCC3.82e-073.49e-010.0875
80772CPTPP2T-EHumanEsophagusESCC1.00e-163.46e-010.1177
80772CPTPP4T-EHumanEsophagusESCC8.59e-306.49e-010.1323
80772CPTPP5T-EHumanEsophagusESCC3.75e-123.04e-010.1327
80772CPTPP8T-EHumanEsophagusESCC7.88e-275.46e-010.0889
80772CPTPP9T-EHumanEsophagusESCC4.29e-091.82e-010.1131
80772CPTPP10T-EHumanEsophagusESCC1.60e-254.19e-010.116
80772CPTPP11T-EHumanEsophagusESCC3.25e-084.21e-010.1426
80772CPTPP12T-EHumanEsophagusESCC1.99e-122.51e-010.1122
80772CPTPP15T-EHumanEsophagusESCC3.90e-234.02e-010.1149
80772CPTPP16T-EHumanEsophagusESCC1.71e-131.69e-010.1153
80772CPTPP17T-EHumanEsophagusESCC5.24e-072.52e-010.1278
80772CPTPP19T-EHumanEsophagusESCC9.79e-074.59e-010.1662
80772CPTPP20T-EHumanEsophagusESCC9.98e-194.05e-010.1124
80772CPTPP21T-EHumanEsophagusESCC8.16e-367.60e-010.1617
80772CPTPP22T-EHumanEsophagusESCC1.39e-141.73e-010.1236
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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
∗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:001050617EsophagusESCCregulation of autophagy220/8552317/187236.72e-186.36e-16220
GO:0043254111EsophagusESCCregulation of protein-containing complex assembly278/8552428/187233.81e-162.77e-14278
GO:0009895111EsophagusESCCnegative regulation of catabolic process201/8552320/187233.88e-101.05e-08201
GO:0031330111EsophagusESCCnegative regulation of cellular catabolic process166/8552262/187235.17e-091.08e-07166
GO:00066433EsophagusESCCmembrane lipid metabolic process130/8552203/187239.29e-081.54e-06130
GO:00066652EsophagusESCCsphingolipid metabolic process96/8552155/187233.21e-052.66e-0496
GO:001050712EsophagusESCCnegative regulation of autophagy56/855285/187231.34e-049.09e-0456
GO:0031333110EsophagusESCCnegative regulation of protein-containing complex assembly86/8552141/187231.74e-041.14e-0386
GO:00066642EsophagusESCCglycolipid metabolic process63/8552100/187233.55e-042.06e-0363
GO:19035092EsophagusESCCliposaccharide metabolic process63/8552101/187235.25e-042.90e-0363
GO:004325412LiverCirrhoticregulation of protein-containing complex assembly169/4634428/187237.40e-124.99e-10169
GO:001050611LiverCirrhoticregulation of autophagy132/4634317/187232.17e-111.33e-09132
GO:00313337LiverCirrhoticnegative regulation of protein-containing complex assembly64/4634141/187237.08e-082.14e-0664
GO:000989512LiverCirrhoticnegative regulation of catabolic process121/4634320/187231.21e-073.39e-06121
GO:003133012LiverCirrhoticnegative regulation of cellular catabolic process101/4634262/187234.57e-071.05e-05101
GO:001087611LiverCirrhoticlipid localization147/4634448/187236.24e-057.12e-04147
GO:000686911LiverCirrhoticlipid transport128/4634398/187234.54e-043.69e-03128
GO:0006643LiverCirrhoticmembrane lipid metabolic process69/4634203/187231.89e-031.19e-0269
GO:01200091LiverCirrhoticintermembrane lipid transfer21/463448/187233.06e-031.73e-0221
GO:001050621LiverHCCregulation of autophagy210/7958317/187237.59e-188.45e-16210
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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
CPTPFIBBreastADJKRT7,FP565260.1,ASCL2, etc.5.71e-02The 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.
CPTPCAFBreastADJKRT7,FP565260.1,ASCL2, etc.1.10e-01The 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.
CPTPINCAFBreastADJKRT7,FP565260.1,ASCL2, etc.3.54e-02The 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.
CPTPPERIBreastPrecancerKRT7,FP565260.1,ASCL2, etc.4.36e-02The 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.
∗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
CPTPSNVMissense_Mutationrs375729538c.463N>Tp.Arg155Cysp.R155CQ5TA50protein_codingdeleterious(0)probably_damaging(1)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
CPTPSNVMissense_Mutationnovelc.445N>Cp.Tyr149Hisp.Y149HQ5TA50protein_codingtolerated(0.91)benign(0.015)TCGA-AP-A1DK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
CPTPSNVMissense_Mutationnovelc.628C>Gp.Leu210Valp.L210VQ5TA50protein_codingdeleterious(0)possibly_damaging(0.817)TCGA-AX-A1CE-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnspecificPaclitaxelSD
CPTPSNVMissense_Mutationnovelc.548N>Tp.Ala183Valp.A183VQ5TA50protein_codingtolerated(0.34)benign(0.089)TCGA-D1-A175-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapypaclitaxelSD
CPTPSNVMissense_Mutationnovelc.24N>Ap.Phe8Leup.F8LQ5TA50protein_codingdeleterious(0.02)possibly_damaging(0.572)TCGA-EO-A3AY-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownPD
CPTPSNVMissense_Mutationrs770647006c.64G>Ap.Asp22Asnp.D22NQ5TA50protein_codingtolerated(0.79)benign(0)TCGA-05-4382-01Lunglung adenocarcinomaMale>=65I/IIUnknownUnknownPD
CPTPSNVMissense_Mutationnovelc.586N>Ap.Arg196Serp.R196SQ5TA50protein_codingtolerated(0.15)benign(0.03)TCGA-CN-5360-01Oral cavityhead & neck squamous cell carcinomaMale>=65I/IIChemotherapycisplatinSD
CPTPSNVMissense_Mutationrs770647006c.64N>Ap.Asp22Asnp.D22NQ5TA50protein_codingtolerated(0.79)benign(0)TCGA-CV-7255-01Oral cavityhead & neck squamous cell carcinomaFemale<65I/IIUnknownUnknownPD
CPTPSNVMissense_Mutationnovelc.176C>Ap.Ser59Tyrp.S59YQ5TA50protein_codingdeleterious(0)benign(0.361)TCGA-RS-A6TO-01Oral cavityhead & neck squamous cell carcinomaFemale>=65I/IIImmunotherapycetuximabPD
CPTPSNVMissense_Mutationrs375729538c.463N>Tp.Arg155Cysp.R155CQ5TA50protein_codingdeleterious(0)probably_damaging(1)TCGA-CG-5721-01Stomachstomach adenocarcinomaMale<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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