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: PIP5KL1

Gene summary for PIP5KL1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PIP5KL1

Gene ID

138429

Gene namephosphatidylinositol-4-phosphate 5-kinase like 1
Gene AliasPIPKH
Cytomap9q34.11
Gene Typeprotein-coding
GO ID

GO:0001932

UniProtAcc

Q5T9C9


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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
138429PIP5KL1male-WTAHumanThyroidPTC4.82e-028.87e-020.1037
138429PIP5KL1PTC01HumanThyroidPTC2.56e-041.13e-010.1899
138429PIP5KL1PTC04HumanThyroidPTC1.09e-029.52e-020.1927
138429PIP5KL1PTC05HumanThyroidPTC9.52e-041.95e-010.2065
138429PIP5KL1PTC06HumanThyroidPTC7.62e-071.89e-010.2057
138429PIP5KL1PTC07HumanThyroidPTC1.24e-091.87e-010.2044
138429PIP5KL1ATC09HumanThyroidATC1.54e-135.48e-010.2871
138429PIP5KL1ATC1HumanThyroidATC8.56e-136.03e-010.2878
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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:0010563113ThyroidPTCnegative regulation of phosphorus metabolic process219/5968442/187234.47e-153.07e-13219
GO:0045936113ThyroidPTCnegative regulation of phosphate metabolic process218/5968441/187237.08e-154.75e-13218
GO:0001933113ThyroidPTCnegative regulation of protein phosphorylation173/5968342/187233.46e-131.75e-11173
GO:0042326113ThyroidPTCnegative regulation of phosphorylation189/5968385/187231.00e-124.64e-11189
GO:005188119ThyroidPTCregulation of mitochondrial membrane potential41/596874/187232.36e-052.34e-0441
GO:001056334ThyroidATCnegative regulation of phosphorus metabolic process234/6293442/187232.30e-172.31e-15234
GO:004593634ThyroidATCnegative regulation of phosphate metabolic process233/6293441/187233.68e-173.47e-15233
GO:000193333ThyroidATCnegative regulation of protein phosphorylation186/6293342/187231.43e-151.08e-13186
GO:004232634ThyroidATCnegative regulation of phosphorylation203/6293385/187235.30e-153.53e-13203
GO:0051881110ThyroidATCregulation of mitochondrial membrane potential44/629374/187234.51e-064.94e-0544
GO:004001316ThyroidATCnegative regulation of locomotion160/6293391/187231.36e-037.07e-03160
GO:003033616ThyroidATCnegative regulation of cell migration142/6293344/187231.64e-038.22e-03142
GO:005127117ThyroidATCnegative regulation of cellular component movement150/6293367/187231.99e-039.54e-03150
GO:200014617ThyroidATCnegative regulation of cell motility147/6293359/187232.01e-039.60e-03147
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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
PIP5KL1SNVMissense_Mutationc.776G>Tp.Ser259Ilep.S259IQ5T9C9protein_codingdeleterious(0.01)possibly_damaging(0.859)TCGA-AC-A3QP-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyfemaraSD
PIP5KL1SNVMissense_Mutationnovelc.380G>Ap.Gly127Aspp.G127DQ5T9C9protein_codingtolerated(0.22)benign(0.009)TCGA-AR-A5QP-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
PIP5KL1insertionFrame_Shift_Insnovelc.56_57insTGATCCAGp.Cys20AspfsTer39p.C20Dfs*39Q5T9C9protein_codingTCGA-AO-A03T-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
PIP5KL1SNVMissense_Mutationnovelc.648G>Cp.Glu216Aspp.E216DQ5T9C9protein_codingtolerated(0.29)benign(0.056)TCGA-VS-A8EK-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinPD
PIP5KL1SNVMissense_Mutationc.173N>Cp.Met58Thrp.M58TQ5T9C9protein_codingtolerated(0.06)benign(0.134)TCGA-AA-3492-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
PIP5KL1SNVMissense_Mutationnovelc.574C>Tp.Arg192Trpp.R192WQ5T9C9protein_codingdeleterious(0.01)possibly_damaging(0.809)TCGA-AA-A022-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
PIP5KL1SNVMissense_Mutationc.670N>Ap.Glu224Lysp.E224KQ5T9C9protein_codingtolerated(0.12)benign(0.051)TCGA-AA-A02K-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyfolinicPD
PIP5KL1SNVMissense_Mutationc.82C>Tp.Arg28Trpp.R28WQ5T9C9protein_codingdeleterious(0.02)benign(0.432)TCGA-CM-4746-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
PIP5KL1SNVMissense_Mutationnovelc.995N>Cp.Leu332Prop.L332PQ5T9C9protein_codingdeleterious(0.04)probably_damaging(0.997)TCGA-CM-6171-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
PIP5KL1SNVMissense_Mutationnovelc.397N>Ap.Leu133Ilep.L133IQ5T9C9protein_codingtolerated(1)benign(0.078)TCGA-A5-A2K5-01Endometriumuterine corpus endometrioid carcinomaFemale>=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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