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: ITPKC

Gene summary for ITPKC

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ITPKC

Gene ID

80271

Gene nameinositol-trisphosphate 3-kinase C
Gene AliasIP3-3KC
Cytomap19q13.2
Gene Typeprotein-coding
GO ID

GO:0006066

UniProtAcc

A0A024R0N8


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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
80271ITPKCCA_HPV_2HumanCervixCC6.83e-032.36e-010.0391
80271ITPKCCCI_1HumanCervixCC6.45e-045.15e-010.528
80271ITPKCCCI_2HumanCervixCC1.83e-024.79e-010.5249
80271ITPKCCCI_3HumanCervixCC9.52e-055.49e-010.516
80271ITPKCCCII_1HumanCervixCC2.87e-023.15e-010.3249
80271ITPKCsample3HumanCervixCC8.12e-083.03e-010.1387
80271ITPKCH2HumanCervixHSIL_HPV8.88e-063.21e-010.0632
80271ITPKCT1HumanCervixCC5.42e-032.93e-010.0918
80271ITPKCT3HumanCervixCC4.27e-062.48e-010.1389
80271ITPKCAEH-subject1HumanEndometriumAEH1.23e-226.43e-01-0.3059
80271ITPKCAEH-subject4HumanEndometriumAEH4.85e-115.57e-01-0.2657
80271ITPKCAEH-subject5HumanEndometriumAEH8.89e-094.81e-01-0.2953
80271ITPKCEEC-subject1HumanEndometriumEEC4.31e-206.05e-01-0.2682
80271ITPKCEEC-subject2HumanEndometriumEEC4.91e-094.47e-01-0.2607
80271ITPKCEEC-subject4HumanEndometriumEEC6.06e-033.50e-01-0.2571
80271ITPKCEEC-subject5HumanEndometriumEEC5.53e-074.24e-01-0.249
80271ITPKCGSM6177621_NYU_UCEC2_lib1_lib1HumanEndometriumEEC3.87e-05-7.58e-02-0.1934
80271ITPKCGSM6177622_NYU_UCEC3_lib1_lib1HumanEndometriumEEC2.54e-035.62e-03-0.1917
80271ITPKCLZE7THumanEsophagusESCC3.32e-03-4.57e-020.0667
80271ITPKCLZE8THumanEsophagusESCC7.15e-063.03e-010.067
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid 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
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
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:00086544EsophagusESCCphospholipid biosynthetic process162/8552253/187232.59e-095.73e-08162
GO:00464744EsophagusESCCglycerophospholipid biosynthetic process135/8552211/187235.75e-081.02e-06135
GO:00450175EsophagusESCCglycerolipid biosynthetic process154/8552252/187235.20e-076.96e-06154
GO:00066446EsophagusESCCphospholipid metabolic process218/8552383/187235.37e-065.59e-05218
GO:00060668EsophagusESCCalcohol metabolic process202/8552353/187237.32e-067.26e-05202
GO:00066505EsophagusESCCglycerophospholipid metabolic process174/8552306/187234.92e-053.85e-04174
GO:00464864EsophagusESCCglycerolipid metabolic process211/8552392/187236.51e-043.46e-03211
GO:00461653EsophagusESCCalcohol biosynthetic process83/8552140/187238.04e-044.16e-0383
GO:19016174EsophagusESCCorganic hydroxy compound biosynthetic process128/8552237/187235.86e-032.16e-02128
GO:00066611EsophagusESCCphosphatidylinositol biosynthetic process73/8552131/187231.31e-024.28e-0273
GO:00060667Oral cavityOSCCalcohol metabolic process179/7305353/187234.54e-065.21e-05179
GO:00086543Oral cavityOSCCphospholipid biosynthetic process130/7305253/187233.96e-053.46e-04130
GO:00461652Oral cavityOSCCalcohol biosynthetic process77/7305140/187238.77e-056.70e-0477
GO:19016173Oral cavityOSCCorganic hydroxy compound biosynthetic process115/7305237/187231.73e-038.18e-03115
GO:00464743Oral cavityOSCCglycerophospholipid biosynthetic process102/7305211/187233.50e-031.48e-02102
GO:00066445Oral cavityOSCCphospholipid metabolic process175/7305383/187234.21e-031.71e-02175
GO:00461654SkincSCCalcohol biosynthetic process50/4864140/187236.73e-033.27e-0250
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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
ITPKCSNVMissense_Mutationrs546922007c.1502G>Ap.Arg501Glnp.R501QQ96DU7protein_codingdeleterious(0.02)probably_damaging(0.982)TCGA-A2-A0CU-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
ITPKCSNVMissense_Mutationc.1836N>Gp.Phe612Leup.F612LQ96DU7protein_codingdeleterious(0.03)probably_damaging(1)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
ITPKCSNVMissense_Mutationc.746N>Gp.Ser249Cysp.S249CQ96DU7protein_codingdeleterious_low_confidence(0)possibly_damaging(0.707)TCGA-AN-A0XW-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
ITPKCSNVMissense_Mutationnovelc.1994N>Ap.Gly665Aspp.G665DQ96DU7protein_codingdeleterious(0)probably_damaging(1)TCGA-AQ-A7U7-01Breastbreast invasive carcinomaFemale<65III/IVTargeted Molecular therapyrituximabCR
ITPKCSNVMissense_Mutationc.1099N>Cp.Glu367Glnp.E367QQ96DU7protein_codingdeleterious(0)probably_damaging(0.994)TCGA-C8-A1HM-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydoxorubicinCR
ITPKCSNVMissense_Mutationc.247N>Ap.Glu83Lysp.E83KQ96DU7protein_codingdeleterious_low_confidence(0.01)benign(0.007)TCGA-D8-A1JA-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinPD
ITPKCSNVMissense_Mutationnovelc.1294C>Gp.Arg432Glyp.R432GQ96DU7protein_codingdeleterious(0.01)benign(0.025)TCGA-EW-A6SB-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ITPKCSNVMissense_Mutationc.2036G>Cp.Gly679Alap.G679AQ96DU7protein_codingtolerated(0.06)benign(0.056)TCGA-GM-A2DH-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxolCR
ITPKCSNVMissense_Mutationnovelc.589N>Gp.Thr197Alap.T197AQ96DU7protein_codingdeleterious_low_confidence(0.05)benign(0.006)TCGA-LD-A7W6-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyletrozoleSD
ITPKCdeletionFrame_Shift_Delnovelc.1805delNp.Arg603ValfsTer16p.R603Vfs*16Q96DU7protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
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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
80271ITPKCENZYME, KINASEinhibitor336446934
80271ITPKCENZYME, KINASEImmunoglobulins21987091
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