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: IP6K1

Gene summary for IP6K1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

IP6K1

Gene ID

9807

Gene nameinositol hexakisphosphate kinase 1
Gene AliasIHPK1
Cytomap3p21.31
Gene Typeprotein-coding
GO ID

GO:0001659

UniProtAcc

Q92551


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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
9807IP6K1GSM6177620_NYU_UCEC1_lib1_lib1HumanEndometriumEEC8.20e-08-2.21e-02-0.1869
9807IP6K1GSM6177620_NYU_UCEC1_lib2_lib2HumanEndometriumEEC1.52e-05-6.74e-02-0.1875
9807IP6K1GSM6177620_NYU_UCEC1_lib3_lib3HumanEndometriumEEC1.23e-04-9.92e-02-0.1883
9807IP6K1GSM6177621_NYU_UCEC2_lib1_lib1HumanEndometriumEEC3.60e-04-1.85e-02-0.1934
9807IP6K1GSM6177622_NYU_UCEC3_lib1_lib1HumanEndometriumEEC2.74e-11-3.94e-02-0.1917
9807IP6K1GSM6177622_NYU_UCEC3_lib2_lib2HumanEndometriumEEC3.09e-08-6.06e-02-0.1916
9807IP6K1LZE4THumanEsophagusESCC7.83e-037.89e-020.0811
9807IP6K1LZE24THumanEsophagusESCC1.02e-061.99e-010.0596
9807IP6K1P2T-EHumanEsophagusESCC2.92e-161.52e-010.1177
9807IP6K1P4T-EHumanEsophagusESCC1.26e-091.68e-010.1323
9807IP6K1P5T-EHumanEsophagusESCC2.90e-137.96e-020.1327
9807IP6K1P8T-EHumanEsophagusESCC3.59e-066.88e-020.0889
9807IP6K1P9T-EHumanEsophagusESCC4.49e-071.55e-010.1131
9807IP6K1P10T-EHumanEsophagusESCC7.65e-221.42e-010.116
9807IP6K1P12T-EHumanEsophagusESCC4.41e-142.45e-010.1122
9807IP6K1P15T-EHumanEsophagusESCC1.09e-091.68e-010.1149
9807IP6K1P16T-EHumanEsophagusESCC7.71e-141.55e-010.1153
9807IP6K1P17T-EHumanEsophagusESCC8.06e-031.81e-010.1278
9807IP6K1P19T-EHumanEsophagusESCC2.51e-093.90e-010.1662
9807IP6K1P20T-EHumanEsophagusESCC5.09e-101.83e-010.1124
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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
∗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:01061066EsophagusESCCcold-induced thermogenesis80/8552144/187231.07e-023.65e-0280
GO:01201616EsophagusESCCregulation of cold-induced thermogenesis80/8552144/187231.07e-023.65e-0280
GO:00066611EsophagusESCCphosphatidylinositol biosynthetic process73/8552131/187231.31e-024.28e-0273
GO:000606621LiverHCCalcohol metabolic process208/7958353/187232.80e-109.50e-09208
GO:00086542LiverHCCphospholipid biosynthetic process150/7958253/187234.77e-081.03e-06150
GO:00066444LiverHCCphospholipid metabolic process214/7958383/187237.25e-081.48e-06214
GO:004648611LiverHCCglycerolipid metabolic process215/7958392/187234.54e-077.49e-06215
GO:004501711LiverHCCglycerolipid biosynthetic process143/7958252/187233.27e-064.31e-05143
GO:00066504LiverHCCglycerophospholipid metabolic process168/7958306/187237.27e-068.62e-05168
GO:004647411LiverHCCglycerophospholipid biosynthetic process121/7958211/187239.12e-061.06e-04121
GO:19016172LiverHCCorganic hydroxy compound biosynthetic process129/7958237/187231.32e-041.08e-03129
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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
IP6K1SNVMissense_Mutationc.1244N>Gp.His415Argp.H415RQ92551protein_codingdeleterious(0)probably_damaging(0.987)TCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
IP6K1SNVMissense_Mutationc.593A>Gp.Glu198Glyp.E198GQ92551protein_codingdeleterious(0.01)possibly_damaging(0.458)TCGA-C8-A26Y-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
IP6K1SNVMissense_Mutationrs776571630c.127N>Ap.Asp43Asnp.D43NQ92551protein_codingtolerated(0.14)probably_damaging(0.981)TCGA-D8-A1JC-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinSD
IP6K1SNVMissense_Mutationc.715N>Ap.Glu239Lysp.E239KQ92551protein_codingdeleterious(0)probably_damaging(0.992)TCGA-Q1-A5R2-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPR
IP6K1SNVMissense_Mutationrs150703602c.868N>Tp.Arg290Cysp.R290CQ92551protein_codingdeleterious(0)probably_damaging(0.996)TCGA-A6-2686-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
IP6K1SNVMissense_Mutationc.557N>Ap.Arg186Hisp.R186HQ92551protein_codingtolerated(0.8)benign(0.001)TCGA-AA-3492-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
IP6K1SNVMissense_Mutationc.356N>Ap.Arg119Hisp.R119HQ92551protein_codingtolerated(0.14)possibly_damaging(0.828)TCGA-AA-3977-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
IP6K1SNVMissense_Mutationc.450G>Tp.Lys150Asnp.K150NQ92551protein_codingtolerated(0.19)benign(0.018)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
IP6K1SNVMissense_Mutationc.752N>Ap.Ser251Asnp.S251NQ92551protein_codingdeleterious(0)probably_damaging(0.998)TCGA-AU-6004-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
IP6K1SNVMissense_Mutationnovelc.1208N>Ap.Ser403Asnp.S403NQ92551protein_codingdeleterious(0)probably_damaging(0.953)TCGA-AZ-6598-01Colorectumcolon adenocarcinomaFemale>=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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