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: RLIM

Gene summary for RLIM

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

RLIM

Gene ID

51132

Gene namering finger protein, LIM domain interacting
Gene AliasMRX61
CytomapXq13.2
Gene Typeprotein-coding
GO ID

GO:0000122

UniProtAcc

Q9NVW2


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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
51132RLIMP19T-EHumanEsophagusESCC5.75e-062.81e-010.1662
51132RLIMP20T-EHumanEsophagusESCC1.55e-163.45e-010.1124
51132RLIMP21T-EHumanEsophagusESCC5.60e-181.30e-010.1617
51132RLIMP22T-EHumanEsophagusESCC4.63e-152.43e-010.1236
51132RLIMP23T-EHumanEsophagusESCC3.70e-142.96e-010.108
51132RLIMP24T-EHumanEsophagusESCC1.53e-112.22e-010.1287
51132RLIMP26T-EHumanEsophagusESCC6.83e-315.01e-010.1276
51132RLIMP27T-EHumanEsophagusESCC4.82e-184.57e-010.1055
51132RLIMP28T-EHumanEsophagusESCC5.66e-153.21e-010.1149
51132RLIMP30T-EHumanEsophagusESCC9.99e-154.37e-010.137
51132RLIMP31T-EHumanEsophagusESCC5.20e-193.63e-010.1251
51132RLIMP32T-EHumanEsophagusESCC5.27e-092.28e-010.1666
51132RLIMP36T-EHumanEsophagusESCC8.48e-206.62e-010.1187
51132RLIMP37T-EHumanEsophagusESCC1.33e-152.67e-010.1371
51132RLIMP39T-EHumanEsophagusESCC5.38e-141.63e-010.0894
51132RLIMP40T-EHumanEsophagusESCC9.24e-082.62e-010.109
51132RLIMP42T-EHumanEsophagusESCC2.43e-214.72e-010.1175
51132RLIMP44T-EHumanEsophagusESCC1.78e-111.27e-010.1096
51132RLIMP47T-EHumanEsophagusESCC2.44e-113.16e-010.1067
51132RLIMP48T-EHumanEsophagusESCC2.43e-151.79e-010.0959
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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
∗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:00400295EsophagusESCCregulation of gene expression, epigenetic74/8552105/187232.24e-073.42e-0674
GO:00510908EsophagusESCCregulation of DNA-binding transcription factor activity252/8552440/187235.22e-076.97e-06252
GO:00090484EsophagusESCCdosage compensation by inactivation of X chromosome14/855216/187236.78e-043.56e-0314
GO:00434332EsophagusESCCnegative regulation of DNA-binding transcription factor activity103/8552185/187233.86e-031.57e-02103
GO:00075494EsophagusESCCdosage compensation14/855218/187235.77e-032.14e-0214
GO:00510902LiverHCCregulation of DNA-binding transcription factor activity220/7958440/187238.04e-044.82e-03220
GO:0040029LiverHCCregulation of gene expression, epigenetic61/7958105/187239.02e-045.31e-0361
GO:0009048LiverHCCdosage compensation by inactivation of X chromosome13/795816/187231.84e-039.42e-0313
GO:0007549LiverHCCdosage compensation13/795818/187231.05e-023.89e-0213
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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
RLIMSNVMissense_Mutationc.796N>Tp.Arg266Trpp.R266WQ9NVW2protein_codingdeleterious(0.04)probably_damaging(0.981)TCGA-D8-A1XK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicine+cyclophosphamideSD
RLIMinsertionFrame_Shift_Insnovelc.674_675insCGGAGAACCAGAGCAAGAGCp.Glu226GlyfsTer17p.E226Gfs*17Q9NVW2protein_codingTCGA-BH-A1F5-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
RLIMSNVMissense_Mutationc.776C>Tp.Thr259Metp.T259MQ9NVW2protein_codingtolerated(0.09)benign(0.003)TCGA-A6-2681-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
RLIMSNVMissense_Mutationc.1094N>Ap.Arg365Hisp.R365HQ9NVW2protein_codingtolerated(0.64)probably_damaging(0.996)TCGA-A6-6651-01Colorectumcolon adenocarcinomaFemale<65III/IVAncillaryleucovorinSD
RLIMSNVMissense_Mutationc.1160N>Ap.Arg387Hisp.R387HQ9NVW2protein_codingtolerated(0.89)probably_damaging(0.996)TCGA-AA-3678-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapyfolinicCR
RLIMSNVMissense_Mutationc.1000N>Tp.Arg334Trpp.R334WQ9NVW2protein_codingtolerated(0.07)probably_damaging(0.998)TCGA-AA-3947-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
RLIMSNVMissense_Mutationc.1306N>Gp.Asn436Aspp.N436DQ9NVW2protein_codingtolerated(0.08)benign(0.054)TCGA-AA-A00O-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
RLIMSNVMissense_Mutationnovelc.200N>Ap.Arg67Glnp.R67QQ9NVW2protein_codingdeleterious(0)probably_damaging(0.992)TCGA-G4-6304-01Colorectumcolon adenocarcinomaFemale>=65I/IIChemotherapyfluorouracilPD
RLIMSNVMissense_Mutationnovelc.1819T>Cp.Cys607Argp.C607RQ9NVW2protein_codingdeleterious(0)probably_damaging(1)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
RLIMSNVMissense_Mutationnovelc.1327N>Tp.Arg443Trpp.R443WQ9NVW2protein_codingdeleterious(0.01)benign(0.249)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
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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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