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: PIK3IP1

Gene summary for PIK3IP1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PIK3IP1

Gene ID

113791

Gene namephosphoinositide-3-kinase interacting protein 1
Gene AliasHGFL
Cytomap22q12.2
Gene Typeprotein-coding
GO ID

GO:0006508

UniProtAcc

Q96FE7


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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
113791PIK3IP1HTA11_1938_2000001011HumanColorectumAD1.39e-053.83e-01-0.0811
113791PIK3IP1HTA11_78_2000001011HumanColorectumAD4.20e-022.46e-01-0.1088
113791PIK3IP1HTA11_347_2000001011HumanColorectumAD4.43e-052.36e-01-0.1954
113791PIK3IP1HTA11_1391_2000001011HumanColorectumAD7.50e-052.90e-01-0.059
113791PIK3IP1HTA11_866_3004761011HumanColorectumAD2.63e-104.09e-010.096
113791PIK3IP1HTA11_7663_2000001011HumanColorectumSER2.77e-025.88e-010.0131
113791PIK3IP1HTA11_10711_2000001011HumanColorectumAD3.22e-032.70e-010.0338
113791PIK3IP1HTA11_7696_3000711011HumanColorectumAD2.78e-114.76e-010.0674
113791PIK3IP1HTA11_6818_2000001021HumanColorectumAD2.24e-043.39e-010.0588
113791PIK3IP1HTA11_99999965104_69814HumanColorectumMSS4.80e-032.30e-010.281
113791PIK3IP1HTA11_99999973899_84307HumanColorectumMSS1.18e-148.91e-010.2585
113791PIK3IP1LZE4THumanEsophagusESCC2.13e-031.12e-010.0811
113791PIK3IP1LZE5THumanEsophagusESCC1.88e-033.70e-010.0514
113791PIK3IP1LZE7THumanEsophagusESCC1.13e-043.44e-010.0667
113791PIK3IP1LZE20THumanEsophagusESCC3.93e-031.80e-010.0662
113791PIK3IP1LZE24THumanEsophagusESCC1.33e-136.23e-010.0596
113791PIK3IP1LZE21THumanEsophagusESCC1.89e-034.58e-010.0655
113791PIK3IP1P1T-EHumanEsophagusESCC4.69e-135.72e-010.0875
113791PIK3IP1P2T-EHumanEsophagusESCC5.90e-091.71e-010.1177
113791PIK3IP1P4T-EHumanEsophagusESCC8.49e-091.71e-010.1323
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
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
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:0010563ColorectumADnegative regulation of phosphorus metabolic process130/3918442/187231.26e-052.76e-04130
GO:0045936ColorectumADnegative regulation of phosphate metabolic process129/3918441/187231.81e-053.76e-04129
GO:0051348ColorectumADnegative regulation of transferase activity85/3918268/187232.07e-054.19e-0485
GO:0042326ColorectumADnegative regulation of phosphorylation112/3918385/187238.02e-051.27e-03112
GO:0033673ColorectumADnegative regulation of kinase activity71/3918237/187236.18e-046.47e-0371
GO:0048017ColorectumADinositol lipid-mediated signaling53/3918182/187235.35e-033.52e-0253
GO:0048015ColorectumADphosphatidylinositol-mediated signaling52/3918178/187235.37e-033.54e-0252
GO:00513481ColorectumSERnegative regulation of transferase activity70/2897268/187234.27e-061.62e-0470
GO:00105631ColorectumSERnegative regulation of phosphorus metabolic process101/2897442/187232.39e-056.70e-04101
GO:00459361ColorectumSERnegative regulation of phosphate metabolic process100/2897441/187233.62e-059.39e-04100
GO:00423261ColorectumSERnegative regulation of phosphorylation86/2897385/187232.10e-043.78e-0386
GO:00336731ColorectumSERnegative regulation of kinase activity57/2897237/187233.48e-045.46e-0357
GO:00480171ColorectumSERinositol lipid-mediated signaling42/2897182/187234.36e-033.49e-0242
GO:00480151ColorectumSERphosphatidylinositol-mediated signaling41/2897178/187234.97e-033.86e-0241
GO:00513482ColorectumMSSnegative regulation of transferase activity80/3467268/187234.06e-061.17e-0480
GO:00105632ColorectumMSSnegative regulation of phosphorus metabolic process118/3467442/187231.18e-052.77e-04118
GO:00459362ColorectumMSSnegative regulation of phosphate metabolic process117/3467441/187231.74e-053.84e-04117
GO:00423262ColorectumMSSnegative regulation of phosphorylation103/3467385/187233.76e-057.17e-04103
GO:00336732ColorectumMSSnegative regulation of kinase activity66/3467237/187232.63e-043.54e-0366
GO:0010563111EsophagusESCCnegative regulation of phosphorus metabolic process274/8552442/187232.32e-129.41e-11274
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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
PIK3IP1SNVMissense_Mutationrs758274140c.739C>Tp.Pro247Serp.P247SQ96FE7protein_codingtolerated(0.76)benign(0.006)TCGA-A1-A0SI-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
PIK3IP1SNVMissense_Mutationc.554N>Ap.Gly185Glup.G185EQ96FE7protein_codingdeleterious(0)probably_damaging(0.999)TCGA-BH-A0DI-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinCR
PIK3IP1SNVMissense_Mutationnovelc.697N>Ap.Glu233Lysp.E233KQ96FE7protein_codingdeleterious(0)probably_damaging(0.996)TCGA-XX-A89A-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
PIK3IP1SNVMissense_Mutationrs376084730c.356N>Tp.Ala119Valp.A119VQ96FE7protein_codingtolerated(0.27)benign(0)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
PIK3IP1SNVMissense_Mutationrs752850127c.428C>Tp.Ala143Valp.A143VQ96FE7protein_codingtolerated(0.24)benign(0.166)TCGA-VS-A9UD-01Cervixcervical & endocervical cancerFemale>=65III/IVChemotherapycisplatinCR
PIK3IP1SNVMissense_Mutationrs772737278c.548N>Tp.Ala183Valp.A183VQ96FE7protein_codingtolerated(0.35)benign(0)TCGA-CM-6171-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
PIK3IP1SNVMissense_Mutationc.209N>Ap.Cys70Tyrp.C70YQ96FE7protein_codingdeleterious(0)probably_damaging(0.999)TCGA-D5-6540-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
PIK3IP1SNVMissense_Mutationnovelc.110N>Gp.Gln37Argp.Q37RQ96FE7protein_codingtolerated(0.11)benign(0.175)TCGA-F5-6814-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
PIK3IP1SNVMissense_Mutationnovelc.321N>Tp.Gln107Hisp.Q107HQ96FE7protein_codingtolerated(0.08)benign(0.365)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
PIK3IP1SNVMissense_Mutationnovelc.547N>Ap.Ala183Thrp.A183TQ96FE7protein_codingtolerated(0.22)benign(0.006)TCGA-A5-A0VP-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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