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: RTKN

Gene summary for RTKN

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

RTKN

Gene ID

6242

Gene namerhotekin
Gene AliasRTKN
Cytomap2p13.1
Gene Typeprotein-coding
GO ID

GO:0000278

UniProtAcc

Q9BST9


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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
6242RTKNLZE4THumanEsophagusESCC6.75e-063.18e-010.0811
6242RTKNLZE7THumanEsophagusESCC6.91e-072.45e-010.0667
6242RTKNLZE22THumanEsophagusESCC1.50e-033.92e-010.068
6242RTKNLZE24THumanEsophagusESCC8.39e-059.00e-020.0596
6242RTKNP1T-EHumanEsophagusESCC2.71e-033.88e-010.0875
6242RTKNP2T-EHumanEsophagusESCC5.01e-336.31e-010.1177
6242RTKNP4T-EHumanEsophagusESCC3.27e-122.00e-010.1323
6242RTKNP5T-EHumanEsophagusESCC1.81e-254.23e-010.1327
6242RTKNP8T-EHumanEsophagusESCC3.58e-152.07e-010.0889
6242RTKNP9T-EHumanEsophagusESCC7.22e-083.02e-010.1131
6242RTKNP10T-EHumanEsophagusESCC6.40e-133.13e-010.116
6242RTKNP11T-EHumanEsophagusESCC4.12e-281.01e+000.1426
6242RTKNP12T-EHumanEsophagusESCC1.29e-234.27e-010.1122
6242RTKNP15T-EHumanEsophagusESCC3.42e-072.88e-010.1149
6242RTKNP16T-EHumanEsophagusESCC5.53e-184.05e-010.1153
6242RTKNP17T-EHumanEsophagusESCC2.01e-044.50e-010.1278
6242RTKNP19T-EHumanEsophagusESCC8.24e-108.97e-010.1662
6242RTKNP20T-EHumanEsophagusESCC6.59e-185.36e-010.1124
6242RTKNP21T-EHumanEsophagusESCC5.00e-479.36e-010.1617
6242RTKNP22T-EHumanEsophagusESCC7.89e-152.57e-010.1236
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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
∗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:009719310CervixCCintrinsic apoptotic signaling pathway85/2311288/187234.56e-156.46e-1285
GO:200123310CervixCCregulation of apoptotic signaling pathway96/2311356/187234.08e-143.05e-1196
GO:200124210CervixCCregulation of intrinsic apoptotic signaling pathway52/2311164/187235.06e-111.01e-0852
GO:200123410CervixCCnegative regulation of apoptotic signaling pathway56/2311224/187231.39e-076.70e-0656
GO:00510904CervixCCregulation of DNA-binding transcription factor activity87/2311440/187234.85e-061.22e-0487
GO:200124310CervixCCnegative regulation of intrinsic apoptotic signaling pathway28/231198/187231.31e-052.66e-0428
GO:00510915CervixCCpositive regulation of DNA-binding transcription factor activity51/2311260/187235.05e-044.92e-0351
GO:00510923CervixCCpositive regulation of NF-kappaB transcription factor activity32/2311152/187231.62e-031.25e-0232
GO:009719315CervixHSIL_HPVintrinsic apoptotic signaling pathway41/737288/187238.91e-131.43e-0941
GO:200123315CervixHSIL_HPVregulation of apoptotic signaling pathway46/737356/187231.23e-121.49e-0946
GO:200124215CervixHSIL_HPVregulation of intrinsic apoptotic signaling pathway27/737164/187232.67e-107.02e-0827
GO:200123415CervixHSIL_HPVnegative regulation of apoptotic signaling pathway27/737224/187232.44e-071.45e-0527
GO:005109211CervixHSIL_HPVpositive regulation of NF-kappaB transcription factor activity20/737152/187232.25e-069.41e-0520
GO:200124315CervixHSIL_HPVnegative regulation of intrinsic apoptotic signaling pathway15/73798/187236.40e-062.30e-0415
GO:005109012CervixHSIL_HPVregulation of DNA-binding transcription factor activity35/737440/187236.77e-051.58e-0335
GO:005109112CervixHSIL_HPVpositive regulation of DNA-binding transcription factor activity24/737260/187231.01e-042.16e-0324
GO:000028115EsophagusESCCmitotic cytokinesis58/855271/187234.34e-101.15e-0858
GO:003250614EsophagusESCCcytokinetic process35/855239/187239.38e-091.90e-0735
GO:000091016EsophagusESCCcytokinesis115/8552173/187232.48e-084.68e-07115
GO:006164015EsophagusESCCcytoskeleton-dependent cytokinesis72/8552100/187238.10e-081.39e-0672
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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
RTKNSNVMissense_Mutationc.1036N>Ap.Glu346Lysp.E346KQ9BST9protein_codingdeleterious(0)possibly_damaging(0.843)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
RTKNSNVMissense_Mutationrs142913266c.895C>Gp.Arg299Glyp.R299GQ9BST9protein_codingdeleterious(0)probably_damaging(0.965)TCGA-BH-A18T-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
RTKNinsertionFrame_Shift_Insnovelc.591_592insATCCTCCCGCCTCGGCCTCCCAAAGTGGTAGGATTACAp.Ala198IlefsTer22p.A198Ifs*22Q9BST9protein_codingTCGA-BH-A0AY-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapySD
RTKNSNVMissense_Mutationrs201347198c.1667N>Ap.Arg556Hisp.R556HQ9BST9protein_codingtolerated_low_confidence(0.44)benign(0)TCGA-VS-A94Z-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
RTKNSNVMissense_Mutationc.111N>Tp.Glu37Aspp.E37DQ9BST9protein_codingdeleterious(0.05)benign(0.182)TCGA-A6-2686-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
RTKNSNVMissense_Mutationrs765799493c.1384N>Ap.Ala462Thrp.A462TQ9BST9protein_codingdeleterious(0.04)benign(0.029)TCGA-A6-6653-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
RTKNSNVMissense_Mutationrs374992298c.1633N>Tp.Arg545Trpp.R545WQ9BST9protein_codingdeleterious_low_confidence(0)benign(0.153)TCGA-AA-3526-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
RTKNSNVMissense_Mutationc.1627T>Ap.Ser543Thrp.S543TQ9BST9protein_codingtolerated(0.09)benign(0.02)TCGA-AD-6895-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownSD
RTKNSNVMissense_Mutationc.194N>Ap.Arg65Glnp.R65QQ9BST9protein_codingdeleterious(0)probably_damaging(0.947)TCGA-QG-A5Z2-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
RTKNSNVMissense_Mutationc.722G>Ap.Ser241Asnp.S241NQ9BST9protein_codingtolerated(0.28)benign(0.003)TCGA-AG-3892-01Colorectumrectum 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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