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

Home

Download

Statistics

Help

Contact

Center for Computational Systems Medicine
leaf

Gene summary

leaf

Malignant transformation analysis

leaf

Malignant transformation related pathway analysis

leaf

Cell-cell communication analysis

leaf

Single-cell gene regulatory network inference analysis

leaf

Somatic mutation of malignant transformation related genes

leaf

Related drugs of malignant transformation related genes

Gene: RPS6KB1

Gene summary for RPS6KB1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

RPS6KB1

Gene ID

6198

Gene nameribosomal protein S6 kinase B1
Gene AliasPS6K
Cytomap17q23.1
Gene Typeprotein-coding
GO ID

GO:0000082

UniProtAcc

P23443


Top

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
6198RPS6KB1AEH-subject5HumanEndometriumAEH9.48e-063.34e-01-0.2953
6198RPS6KB1EEC-subject4HumanEndometriumEEC6.76e-034.58e-02-0.2571
6198RPS6KB1GSM6177620_NYU_UCEC1_lib1_lib1HumanEndometriumEEC5.20e-04-2.04e-02-0.1869
6198RPS6KB1GSM6177620_NYU_UCEC1_lib3_lib3HumanEndometriumEEC1.91e-02-8.43e-02-0.1883
6198RPS6KB1GSM6177621_NYU_UCEC2_lib1_lib1HumanEndometriumEEC1.25e-04-4.91e-02-0.1934
6198RPS6KB1GSM6177622_NYU_UCEC3_lib1_lib1HumanEndometriumEEC1.48e-06-4.91e-02-0.1917
6198RPS6KB1GSM6177622_NYU_UCEC3_lib2_lib2HumanEndometriumEEC1.83e-05-9.56e-02-0.1916
6198RPS6KB1LZE4THumanEsophagusESCC3.07e-091.61e-010.0811
6198RPS6KB1LZE5THumanEsophagusESCC1.16e-031.98e-010.0514
6198RPS6KB1LZE7THumanEsophagusESCC4.13e-041.21e-010.0667
6198RPS6KB1LZE20THumanEsophagusESCC1.26e-023.21e-020.0662
6198RPS6KB1LZE22THumanEsophagusESCC9.28e-031.70e-010.068
6198RPS6KB1LZE24THumanEsophagusESCC1.09e-125.29e-010.0596
6198RPS6KB1P1T-EHumanEsophagusESCC2.17e-103.05e-010.0875
6198RPS6KB1P2T-EHumanEsophagusESCC1.21e-222.73e-010.1177
6198RPS6KB1P4T-EHumanEsophagusESCC3.38e-111.44e-010.1323
6198RPS6KB1P5T-EHumanEsophagusESCC4.75e-093.31e-020.1327
6198RPS6KB1P8T-EHumanEsophagusESCC4.42e-355.20e-010.0889
6198RPS6KB1P9T-EHumanEsophagusESCC3.78e-191.86e-010.1131
6198RPS6KB1P10T-EHumanEsophagusESCC2.60e-182.36e-010.116
Page: 1 2 3 4 5 6 

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
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
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.

Top

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).
Page: 1 2 3 4 5 6 7 8 9 

check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:000641310EndometriumAEHtranslational initiation42/2100118/187232.68e-124.67e-1042
GO:000641716EndometriumAEHregulation of translation94/2100468/187231.14e-087.62e-0794
GO:004572715EndometriumAEHpositive regulation of translation38/2100136/187236.37e-083.38e-0638
GO:003425015EndometriumAEHpositive regulation of cellular amide metabolic process42/2100162/187231.35e-076.12e-0642
GO:00064467EndometriumAEHregulation of translational initiation25/210079/187238.99e-073.19e-0525
GO:19016539EndometriumAEHcellular response to peptide64/2100359/187231.16e-041.63e-0364
GO:00457877EndometriumAEHpositive regulation of cell cycle56/2100313/187232.73e-043.14e-0356
GO:004343410EndometriumAEHresponse to peptide hormone70/2100414/187232.93e-043.35e-0370
GO:003166716EndometriumAEHresponse to nutrient levels78/2100474/187233.26e-043.64e-0378
GO:00328699EndometriumAEHcellular response to insulin stimulus37/2100203/187231.97e-031.54e-0237
GO:00713758EndometriumAEHcellular response to peptide hormone stimulus49/2100290/187232.24e-031.72e-0249
GO:00447726EndometriumAEHmitotic cell cycle phase transition67/2100424/187232.37e-031.78e-0267
GO:00082866EndometriumAEHinsulin receptor signaling pathway23/2100116/187234.58e-032.95e-0223
GO:00328689EndometriumAEHresponse to insulin44/2100264/187234.70e-033.00e-0244
GO:00181058EndometriumAEHpeptidyl-serine phosphorylation50/2100315/187237.20e-034.13e-0250
GO:00459317EndometriumAEHpositive regulation of mitotic cell cycle23/2100121/187237.76e-034.33e-0223
GO:000641315EndometriumEECtranslational initiation42/2168118/187237.65e-121.24e-0942
GO:000641717EndometriumEECregulation of translation94/2168468/187235.37e-082.88e-0694
GO:004572716EndometriumEECpositive regulation of translation38/2168136/187231.47e-076.89e-0638
GO:003425016EndometriumEECpositive regulation of cellular amide metabolic process42/2168162/187233.24e-071.32e-0542
Page: 1 2 3 4 5 6 7 8 9 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0471427EndometriumEECThermogenesis85/1237232/84652.79e-177.05e-165.26e-1685
hsa0466621EndometriumEECFc gamma R-mediated phagocytosis27/123797/84655.15e-043.83e-032.85e-0327
hsa0406624EndometriumEECHIF-1 signaling pathway29/1237109/84657.33e-045.13e-033.82e-0329
hsa043502EndometriumEECTGF-beta signaling pathway26/1237108/84655.95e-033.12e-022.33e-0226
hsa0471436EndometriumEECThermogenesis85/1237232/84652.79e-177.05e-165.26e-1685
hsa0466631EndometriumEECFc gamma R-mediated phagocytosis27/123797/84655.15e-043.83e-032.85e-0327
hsa0406634EndometriumEECHIF-1 signaling pathway29/1237109/84657.33e-045.13e-033.82e-0329
hsa043503EndometriumEECTGF-beta signaling pathway26/1237108/84655.95e-033.12e-022.33e-0226
hsa05131211EsophagusESCCShigellosis176/4205247/84652.27e-124.01e-112.05e-11176
hsa04714211EsophagusESCCThermogenesis163/4205232/84659.22e-111.14e-095.86e-10163
hsa05170210EsophagusESCCHuman immunodeficiency virus 1 infection147/4205212/84653.37e-093.53e-081.81e-08147
hsa0521020EsophagusESCCColorectal cancer69/420586/84654.06e-094.13e-082.11e-0869
hsa0521216EsophagusESCCPancreatic cancer62/420576/84657.37e-096.85e-083.51e-0862
hsa0516510EsophagusESCCHuman papillomavirus infection215/4205331/84657.86e-097.12e-083.65e-08215
hsa0414010EsophagusESCCAutophagy - animal101/4205141/84657.60e-086.21e-073.18e-07101
hsa0520529EsophagusESCCProteoglycans in cancer138/4205205/84651.79e-071.40e-067.15e-07138
hsa05163210EsophagusESCCHuman cytomegalovirus infection148/4205225/84655.73e-074.00e-062.05e-06148
hsa0406629EsophagusESCCHIF-1 signaling pathway75/4205109/84653.66e-051.68e-048.60e-0575
hsa0522518EsophagusESCCHepatocellular carcinoma109/4205168/84654.27e-051.88e-049.64e-05109
hsa052215EsophagusESCCAcute myeloid leukemia49/420567/84657.43e-053.07e-041.57e-0449
Page: 1 2 3 4 5 6 7 8 9 10 

Top

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
Page: 1 

Top

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.
Page: 1 

Top

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
RPS6KB1SNVMissense_Mutationnovelc.283N>Tp.Arg95Trpp.R95WP23443protein_codingdeleterious(0)probably_damaging(0.968)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
RPS6KB1SNVMissense_Mutationc.655C>Gp.Leu219Valp.L219VP23443protein_codingdeleterious(0)probably_damaging(0.999)TCGA-BH-A0B4-01Breastbreast invasive carcinomaMale>=65III/IVHormone TherapytamoxiphenSD
RPS6KB1SNVMissense_Mutationc.1114N>Ap.Leu372Metp.L372MP23443protein_codingtolerated(0.1)benign(0.243)TCGA-D8-A1JJ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicineSD
RPS6KB1SNVMissense_Mutationc.142N>Ap.Gly48Serp.G48SP23443protein_codingtolerated(0.75)benign(0.007)TCGA-E2-A1LK-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownPD
RPS6KB1SNVMissense_Mutationc.866G>Ap.Gly289Glup.G289EP23443protein_codingdeleterious(0)probably_damaging(1)TCGA-JW-A5VL-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
RPS6KB1SNVMissense_Mutationnovelc.1480G>Ap.Ala494Thrp.A494TP23443protein_codingdeleterious_low_confidence(0.01)benign(0.388)TCGA-AA-3949-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
RPS6KB1SNVMissense_Mutationc.1402N>Ap.Pro468Thrp.P468TP23443protein_codingtolerated_low_confidence(0.38)benign(0)TCGA-AA-3977-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
RPS6KB1SNVMissense_Mutationnovelc.283N>Tp.Arg95Trpp.R95WP23443protein_codingdeleterious(0)probably_damaging(0.968)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
RPS6KB1SNVMissense_Mutationnovelc.1053N>Ap.Phe351Leup.F351LP23443protein_codingdeleterious(0)probably_damaging(0.984)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
RPS6KB1insertionFrame_Shift_Insnovelc.1524dupAp.Gln509ThrfsTer24p.Q509Tfs*24P23443protein_codingTCGA-AA-3877-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
Page: 1 2 3 4 

Top

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
6198RPS6KB1CELL SURFACE, SERINE THREONINE KINASE, DRUGGABLE GENOME, KINASE, ENZYME, CLINICALLY ACTIONABLEinhibitorCHEMBL3545134LY-2780301
6198RPS6KB1CELL SURFACE, SERINE THREONINE KINASE, DRUGGABLE GENOME, KINASE, ENZYME, CLINICALLY ACTIONABLEAR-A014418CHEMBL259850
6198RPS6KB1CELL SURFACE, SERINE THREONINE KINASE, DRUGGABLE GENOME, KINASE, ENZYME, CLINICALLY ACTIONABLELY-2584702LY-2584702
6198RPS6KB1CELL SURFACE, SERINE THREONINE KINASE, DRUGGABLE GENOME, KINASE, ENZYME, CLINICALLY ACTIONABLEJNK INHIBITOR VIIICHEMBL210618
6198RPS6KB1CELL SURFACE, SERINE THREONINE KINASE, DRUGGABLE GENOME, KINASE, ENZYME, CLINICALLY ACTIONABLESP-600125SP-600125
6198RPS6KB1CELL SURFACE, SERINE THREONINE KINASE, DRUGGABLE GENOME, KINASE, ENZYME, CLINICALLY ACTIONABLEinhibitor249565928LY-2584702
6198RPS6KB1CELL SURFACE, SERINE THREONINE KINASE, DRUGGABLE GENOME, KINASE, ENZYME, CLINICALLY ACTIONABLEDOVITINIBDOVITINIB
6198RPS6KB1CELL SURFACE, SERINE THREONINE KINASE, DRUGGABLE GENOME, KINASE, ENZYME, CLINICALLY ACTIONABLESOTRASTAURINSOTRASTAURIN
6198RPS6KB1CELL SURFACE, SERINE THREONINE KINASE, DRUGGABLE GENOME, KINASE, ENZYME, CLINICALLY ACTIONABLEinhibitor249565861
6198RPS6KB1CELL SURFACE, SERINE THREONINE KINASE, DRUGGABLE GENOME, KINASE, ENZYME, CLINICALLY ACTIONABLEGNF-PF-2301CHEMBL578061
Page: 1 2 3 4 5