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: PITPNM1

Gene summary for PITPNM1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PITPNM1

Gene ID

9600

Gene namephosphatidylinositol transfer protein membrane associated 1
Gene AliasDRES9
Cytomap11q13.2
Gene Typeprotein-coding
GO ID

GO:0006629

UniProtAcc

B2R787


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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
9600PITPNM1C04HumanOral cavityOSCC1.19e-124.71e-010.2633
9600PITPNM1C21HumanOral cavityOSCC2.59e-184.60e-010.2678
9600PITPNM1C30HumanOral cavityOSCC2.37e-321.12e+000.3055
9600PITPNM1C43HumanOral cavityOSCC8.74e-051.14e-010.1704
9600PITPNM1C46HumanOral cavityOSCC6.71e-054.56e-020.1673
9600PITPNM1C51HumanOral cavityOSCC7.35e-431.56e+000.2674
9600PITPNM1C57HumanOral cavityOSCC6.89e-103.12e-010.1679
9600PITPNM1C07HumanOral cavityOSCC1.43e-045.04e-010.2491
9600PITPNM1C09HumanOral cavityOSCC2.89e-091.82e-010.1431
9600PITPNM1LN22HumanOral cavityOSCC1.56e-076.43e-010.1733
9600PITPNM1LN46HumanOral cavityOSCC3.68e-041.28e-010.1666
9600PITPNM1LP17HumanOral cavityLP2.07e-043.93e-010.2349
9600PITPNM1SYSMH1HumanOral cavityOSCC6.83e-041.86e-010.1127
9600PITPNM1SYSMH2HumanOral cavityOSCC1.28e-072.46e-010.2326
9600PITPNM1SYSMH3HumanOral cavityOSCC1.16e-133.00e-010.2442
9600PITPNM1SYSMH5HumanOral cavityOSCC6.33e-041.42e-010.0647
9600PITPNM1SYSMH6HumanOral cavityOSCC2.72e-022.91e-020.1275
9600PITPNM1male-WTAHumanThyroidPTC5.58e-212.25e-010.1037
9600PITPNM1PTC04HumanThyroidPTC1.14e-031.17e-010.1927
9600PITPNM1PTC05HumanThyroidPTC2.03e-042.47e-010.2065
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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:000931416Oral cavityOSCCresponse to radiation241/7305456/187239.76e-102.40e-08241
GO:00086543Oral cavityOSCCphospholipid biosynthetic process130/7305253/187233.96e-053.46e-04130
GO:00094164Oral cavityOSCCresponse to light stimulus159/7305320/187235.98e-054.92e-04159
GO:00464743Oral cavityOSCCglycerophospholipid biosynthetic process102/7305211/187233.50e-031.48e-02102
GO:00066445Oral cavityOSCCphospholipid metabolic process175/7305383/187234.21e-031.71e-02175
GO:000931417Oral cavityLPresponse to radiation155/4623456/187234.12e-068.49e-05155
GO:0009314111ThyroidPTCresponse to radiation195/5968456/187235.10e-078.27e-06195
GO:00094167ThyroidPTCresponse to light stimulus127/5968320/187231.76e-039.58e-03127
GO:000931426ThyroidATCresponse to radiation210/6293456/187231.69e-083.39e-07210
GO:000941613ThyroidATCresponse to light stimulus139/6293320/187231.42e-049.88e-04139
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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
PITPNM1SNVMissense_Mutationc.1933N>Gp.Gln645Glup.Q645EO00562protein_codingtolerated(0.77)benign(0.093)TCGA-A2-A0YK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
PITPNM1SNVMissense_Mutationnovelc.232N>Gp.Pro78Alap.P78AO00562protein_codingdeleterious(0)probably_damaging(1)TCGA-A7-A6VX-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydocetaxelCR
PITPNM1SNVMissense_Mutationnovelc.2917G>Ap.Glu973Lysp.E973KO00562protein_codingdeleterious(0.02)benign(0.082)TCGA-AC-A3W6-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
PITPNM1SNVMissense_Mutationc.2119N>Tp.Arg707Cysp.R707CO00562protein_codingdeleterious(0)probably_damaging(0.999)TCGA-D8-A146-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
PITPNM1SNVMissense_Mutationc.520N>Ap.Asp174Asnp.D174NO00562protein_codingdeleterious(0)possibly_damaging(0.555)TCGA-E2-A14O-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapyarimidexSD
PITPNM1SNVMissense_Mutationc.506N>Ap.Arg169Glnp.R169QO00562protein_codingdeleterious(0)possibly_damaging(0.854)TCGA-E2-A2P6-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyanastrozoleSD
PITPNM1SNVMissense_Mutationnovelc.2548N>Ap.Ala850Thrp.A850TO00562protein_codingtolerated(0.07)possibly_damaging(0.767)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
PITPNM1SNVMissense_Mutationrs867493357c.1000N>Tp.Arg334Cysp.R334CO00562protein_codingdeleterious(0.01)probably_damaging(0.999)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
PITPNM1SNVMissense_Mutationc.491N>Tp.Ser164Leup.S164LO00562protein_codingdeleterious(0.02)benign(0.027)TCGA-C5-A902-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
PITPNM1SNVMissense_Mutationnovelc.3145G>Ap.Val1049Metp.V1049MO00562protein_codingdeleterious(0)probably_damaging(0.999)TCGA-EA-A410-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
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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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