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: RIPK3

Gene summary for RIPK3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

RIPK3

Gene ID

11035

Gene namereceptor interacting serine/threonine kinase 3
Gene AliasRIP3
Cytomap14q12
Gene Typeprotein-coding
GO ID

GO:0000302

UniProtAcc

Q9Y572


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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
11035RIPK3HTA11_2487_2000001011HumanColorectumSER3.07e-063.17e-01-0.1808
11035RIPK3HTA11_1938_2000001011HumanColorectumAD1.95e-021.79e-01-0.0811
11035RIPK3HTA11_347_2000001011HumanColorectumAD1.21e-061.98e-01-0.1954
11035RIPK3HTA11_411_2000001011HumanColorectumSER1.79e-048.20e-01-0.2602
11035RIPK3HTA11_2112_2000001011HumanColorectumSER1.17e-035.27e-01-0.2196
11035RIPK3HTA11_696_2000001011HumanColorectumAD1.05e-072.14e-01-0.1464
11035RIPK3HTA11_1391_2000001011HumanColorectumAD2.38e-042.00e-01-0.059
11035RIPK3HTA11_866_3004761011HumanColorectumAD3.42e-031.18e-010.096
11035RIPK3HTA11_99999965104_69814HumanColorectumMSS3.17e-021.84e-010.281
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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
∗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:0048732ColorectumADgland development149/3918436/187236.07e-116.33e-09149
GO:0097193ColorectumADintrinsic apoptotic signaling pathway108/3918288/187236.25e-116.41e-09108
GO:2001242ColorectumADregulation of intrinsic apoptotic signaling pathway67/3918164/187234.94e-093.16e-0767
GO:0006979ColorectumADresponse to oxidative stress145/3918446/187235.16e-093.23e-07145
GO:2001233ColorectumADregulation of apoptotic signaling pathway119/3918356/187232.14e-081.21e-06119
GO:0062197ColorectumADcellular response to chemical stress109/3918337/187235.33e-071.95e-05109
GO:0000302ColorectumADresponse to reactive oxygen species78/3918222/187236.17e-072.21e-0578
GO:0034599ColorectumADcellular response to oxidative stress94/3918288/187232.03e-066.02e-0594
GO:0048872ColorectumADhomeostasis of number of cells87/3918272/187231.16e-052.61e-0487
GO:0016311ColorectumADdephosphorylation123/3918417/187231.84e-053.82e-04123
GO:0046777ColorectumADprotein autophosphorylation74/3918227/187232.48e-054.76e-0474
GO:0042542ColorectumADresponse to hydrogen peroxide52/3918146/187232.83e-055.30e-0452
GO:0035303ColorectumADregulation of dephosphorylation46/3918128/187236.20e-051.04e-0346
GO:0033674ColorectumADpositive regulation of kinase activity131/3918467/187231.28e-041.85e-03131
GO:0072593ColorectumADreactive oxygen species metabolic process73/3918239/187232.79e-043.42e-0373
GO:2000379ColorectumADpositive regulation of reactive oxygen species metabolic process29/391876/187234.31e-044.82e-0329
GO:0007249ColorectumADI-kappaB kinase/NF-kappaB signaling82/3918281/187236.09e-046.40e-0382
GO:0034614ColorectumADcellular response to reactive oxygen species50/3918155/187236.25e-046.49e-0350
GO:2001235ColorectumADpositive regulation of apoptotic signaling pathway42/3918126/187237.85e-047.84e-0342
GO:0045860ColorectumADpositive regulation of protein kinase activity107/3918386/187238.01e-047.92e-03107
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa05132ColorectumADSalmonella infection102/2092249/84657.65e-091.28e-078.17e-08102
hsa051321ColorectumADSalmonella infection102/2092249/84657.65e-091.28e-078.17e-08102
hsa051322ColorectumSERSalmonella infection77/1580249/84651.56e-062.35e-051.71e-0577
hsa04217ColorectumSERNecroptosis47/1580159/84655.21e-044.44e-033.22e-0347
hsa051323ColorectumSERSalmonella infection77/1580249/84651.56e-062.35e-051.71e-0577
hsa042171ColorectumSERNecroptosis47/1580159/84655.21e-044.44e-033.22e-0347
hsa051324ColorectumMSSSalmonella infection92/1875249/84655.23e-089.74e-075.97e-0792
hsa051325ColorectumMSSSalmonella infection92/1875249/84655.23e-089.74e-075.97e-0792
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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
RIPK3SNVMissense_Mutationrs571257852c.136G>Ap.Asp46Asnp.D46NQ9Y572protein_codingtolerated(0.09)benign(0.082)TCGA-C8-A278-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapytamoxiphenSD
RIPK3SNVMissense_Mutationc.709N>Ap.Gln237Lysp.Q237KQ9Y572protein_codingtolerated(0.35)benign(0.037)TCGA-D8-A1XK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicine+cyclophosphamideSD
RIPK3SNVMissense_Mutationnovelc.22N>Ap.Pro8Thrp.P8TQ9Y572protein_codingtolerated(0.38)benign(0.058)TCGA-D8-A27M-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapymethotrexate+5SD
RIPK3insertionFrame_Shift_Insnovelc.1098_1099insGACCCACATTCTTCCCTACp.Ser367AspfsTer68p.S367Dfs*68Q9Y572protein_codingTCGA-AN-A049-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
RIPK3SNVMissense_Mutationrs114413869c.716G>Ap.Arg239Glnp.R239QQ9Y572protein_codingdeleterious(0.03)benign(0.259)TCGA-A6-6140-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinSD
RIPK3SNVMissense_Mutationnovelc.905N>Gp.Lys302Argp.K302RQ9Y572protein_codingtolerated(0.07)benign(0.103)TCGA-AA-3949-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
RIPK3SNVMissense_Mutationc.1224N>Ap.Met408Ilep.M408IQ9Y572protein_codingtolerated(0.44)benign(0.003)TCGA-AA-3966-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
RIPK3SNVMissense_Mutationc.1172N>Tp.Ser391Leup.S391LQ9Y572protein_codingdeleterious(0.01)possibly_damaging(0.629)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
RIPK3SNVMissense_Mutationc.1225N>Tp.Pro409Serp.P409SQ9Y572protein_codingtolerated(0.14)possibly_damaging(0.614)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
RIPK3SNVMissense_Mutationc.523N>Tp.Gly175Trpp.G175WQ9Y572protein_codingdeleterious(0.03)benign(0.027)TCGA-CM-4743-01Colorectumcolon adenocarcinomaMale>=65I/IIChemotherapycapecitabineSD
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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
11035RIPK3DRUGGABLE GENOME, SERINE THREONINE KINASE, KINASE, ENZYME, TRANSCRIPTION FACTORinhibitor384403680
11035RIPK3DRUGGABLE GENOME, SERINE THREONINE KINASE, KINASE, ENZYME, TRANSCRIPTION FACTORinhibitor384403666
11035RIPK3DRUGGABLE GENOME, SERINE THREONINE KINASE, KINASE, ENZYME, TRANSCRIPTION FACTORinhibitor178102513PONATINIB
11035RIPK3DRUGGABLE GENOME, SERINE THREONINE KINASE, KINASE, ENZYME, TRANSCRIPTION FACTORinhibitor381118865
11035RIPK3DRUGGABLE GENOME, SERINE THREONINE KINASE, KINASE, ENZYME, TRANSCRIPTION FACTORinhibitor384403668
11035RIPK3DRUGGABLE GENOME, SERINE THREONINE KINASE, KINASE, ENZYME, TRANSCRIPTION FACTORinhibitor384403667
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