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: PIP4P1

Gene summary for PIP4P1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PIP4P1

Gene ID

90809

Gene namephosphatidylinositol-4,5-bisphosphate 4-phosphatase 1
Gene AliasC14orf9
Cytomap14q11.2
Gene Typeprotein-coding
GO ID

GO:0006066

UniProtAcc

Q86T03


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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
90809PIP4P1LZE2THumanEsophagusESCC9.54e-064.66e-010.082
90809PIP4P1LZE4THumanEsophagusESCC1.20e-041.72e-010.0811
90809PIP4P1LZE5THumanEsophagusESCC1.54e-042.80e-010.0514
90809PIP4P1LZE7THumanEsophagusESCC2.56e-052.13e-010.0667
90809PIP4P1LZE20THumanEsophagusESCC8.11e-143.71e-010.0662
90809PIP4P1LZE22THumanEsophagusESCC1.57e-033.08e-010.068
90809PIP4P1LZE24THumanEsophagusESCC1.53e-377.88e-010.0596
90809PIP4P1LZE21THumanEsophagusESCC1.37e-063.87e-010.0655
90809PIP4P1S014HumanLiverHCC1.09e-297.40e-010.2254
90809PIP4P1S015HumanLiverHCC5.30e-267.78e-010.2375
90809PIP4P1S016HumanLiverHCC1.32e-276.70e-010.2243
90809PIP4P1S027HumanLiverHCC3.80e-022.77e-010.2446
90809PIP4P1S028HumanLiverHCC6.37e-103.21e-010.2503
90809PIP4P1S029HumanLiverHCC1.36e-083.90e-010.2581
90809PIP4P1male-WTAHumanThyroidPTC6.59e-212.48e-010.1037
90809PIP4P1PTC01HumanThyroidPTC1.13e-112.65e-010.1899
90809PIP4P1PTC04HumanThyroidPTC5.11e-122.63e-010.1927
90809PIP4P1PTC05HumanThyroidPTC3.67e-164.97e-010.2065
90809PIP4P1PTC06HumanThyroidPTC2.88e-316.35e-010.2057
90809PIP4P1PTC07HumanThyroidPTC1.65e-234.27e-010.2044
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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:000606621LiverHCCalcohol metabolic process208/7958353/187232.80e-109.50e-09208
GO:19026522LiverHCCsecondary alcohol metabolic process100/7958147/187233.26e-101.09e-08100
GO:00082032LiverHCCcholesterol metabolic process94/7958137/187235.39e-101.72e-0894
GO:007233122LiverHCCsignal transduction by p53 class mediator108/7958163/187237.14e-102.23e-08108
GO:00082022LiverHCCsteroid metabolic process188/7958319/187231.96e-095.63e-08188
GO:00161252LiverHCCsterol metabolic process101/7958152/187231.99e-095.63e-08101
GO:00066444LiverHCCphospholipid metabolic process214/7958383/187237.25e-081.48e-06214
GO:001631121LiverHCCdephosphorylation230/7958417/187231.00e-071.96e-06230
GO:190179622LiverHCCregulation of signal transduction by p53 class mediator64/795893/187232.53e-074.45e-0664
GO:004648611LiverHCCglycerolipid metabolic process215/7958392/187234.54e-077.49e-06215
GO:003025821LiverHCClipid modification123/7958212/187233.50e-064.58e-05123
GO:00069911LiverHCCresponse to sterol depletion17/795818/187235.15e-066.44e-0517
GO:00066504LiverHCCglycerophospholipid metabolic process168/7958306/187237.27e-068.62e-05168
GO:00319291LiverHCCTOR signaling78/7958126/187238.49e-069.97e-0578
GO:0032006LiverHCCregulation of TOR signaling63/7958104/187231.50e-041.20e-0363
GO:0032008LiverHCCpositive regulation of TOR signaling31/795847/187239.90e-045.71e-0331
GO:0070071LiverHCCproton-transporting two-sector ATPase complex assembly12/795815/187233.56e-031.59e-0212
GO:1904263LiverHCCpositive regulation of TORC1 signaling14/795820/187231.21e-024.41e-0214
GO:0072331113ThyroidPTCsignal transduction by p53 class mediator92/5968163/187237.29e-112.54e-0992
GO:1901796113ThyroidPTCregulation of signal transduction by p53 class mediator58/596893/187231.38e-093.95e-0858
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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
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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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