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: RIMS2

Gene summary for RIMS2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

RIMS2

Gene ID

9699

Gene nameregulating synaptic membrane exocytosis 2
Gene AliasCRSDS
Cytomap8q22.3
Gene Typeprotein-coding
GO ID

GO:0000902

UniProtAcc

Q9UQ26


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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
9699RIMS2CA_HPV_1HumanCervixCC3.40e-02-1.29e-010.0264
9699RIMS2CCI_1HumanCervixCC8.51e-262.19e+000.528
9699RIMS2CCI_3HumanCervixCC2.82e-101.06e+000.516
9699RIMS2CCII_1HumanCervixCC1.31e-054.17e-010.3249
9699RIMS2HTA12-15-2HumanPancreasPDAC1.28e-151.17e+000.2315
9699RIMS2HTA12-16-2HumanPancreasPDAC1.71e-028.77e-010.0535
9699RIMS2HTA12-23-1HumanPancreasPDAC7.33e-251.75e+000.3405
9699RIMS2HTA12-25-1HumanPancreasPDAC1.53e-251.71e+000.313
9699RIMS2HTA12-26-1HumanPancreasPDAC3.74e-572.11e+000.3728
9699RIMS2HTA12-29-1HumanPancreasPDAC6.88e-1232.08e+000.3722
9699RIMS2HTA12-30-1HumanPancreasPDAC5.68e-122.00e+000.3671
9699RIMS2HTA12-32-1HumanPancreasPDAC1.71e-151.92e+000.3624
9699RIMS2HTA12-9-1HumanPancreasPDAC7.97e-064.76e-010.1532
9699RIMS2HTA12-9-2HumanPancreasPDAC4.88e-074.91e-010.0835
9699RIMS2HTA12-9-3HumanPancreasPDAC3.02e-088.61e-010.2045
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
∗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:002260410CervixCCregulation of cell morphogenesis84/2311309/187231.00e-124.29e-1084
GO:00160498CervixCCcell growth92/2311482/187231.16e-052.49e-0492
GO:00459277CervixCCpositive regulation of growth53/2311259/187231.33e-041.64e-0353
GO:00015588CervixCCregulation of cell growth77/2311414/187231.40e-041.70e-0377
GO:00303077CervixCCpositive regulation of cell growth36/2311166/187234.84e-044.75e-0336
GO:00486386CervixCCregulation of developmental growth61/2311330/187237.69e-046.85e-0361
GO:00605606CervixCCdevelopmental growth involved in morphogenesis46/2311234/187238.82e-047.63e-0346
GO:00171574CervixCCregulation of exocytosis39/2311202/187232.90e-031.93e-0239
GO:19901385CervixCCneuron projection extension34/2311172/187233.52e-032.27e-0234
GO:00486395CervixCCpositive regulation of developmental growth33/2311174/187237.65e-034.07e-0233
GO:00485886CervixCCdevelopmental cell growth42/2311234/187237.88e-034.15e-0242
GO:00068873CervixCCexocytosis59/2311352/187238.74e-034.48e-0259
GO:00158337CervixCCpeptide transport46/2311264/187239.69e-034.78e-0246
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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
RIMS2SNVMissense_Mutationc.928N>Tp.Asp310Tyrp.D310YQ9UQ26protein_codingdeleterious_low_confidence(0)possibly_damaging(0.844)TCGA-A2-A04Q-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
RIMS2SNVMissense_Mutationc.2719G>Tp.Asp907Tyrp.D907YQ9UQ26protein_codingdeleterious_low_confidence(0)probably_damaging(0.999)TCGA-A2-A0YH-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinSD
RIMS2SNVMissense_Mutationc.2562A>Cp.Leu854Phep.L854FQ9UQ26protein_codingdeleterious_low_confidence(0)probably_damaging(0.995)TCGA-A8-A076-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyanastrozoleSD
RIMS2SNVMissense_Mutationc.2756N>Cp.Ile919Thrp.I919TQ9UQ26protein_codingtolerated_low_confidence(0.06)benign(0.189)TCGA-A8-A08R-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
RIMS2SNVMissense_Mutationrs747545747c.2993N>Ap.Arg998Glnp.R998QQ9UQ26protein_codingtolerated_low_confidence(0.18)benign(0.433)TCGA-A8-A08R-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
RIMS2SNVMissense_Mutationrs375138135c.1760G>Ap.Arg587Hisp.R587HQ9UQ26protein_codingdeleterious_low_confidence(0)probably_damaging(0.994)TCGA-A8-A09E-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapyanastrozoleSD
RIMS2SNVMissense_Mutationrs748264099c.1759C>Tp.Arg587Cysp.R587CQ9UQ26protein_codingdeleterious_low_confidence(0)probably_damaging(0.997)TCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
RIMS2SNVMissense_Mutationc.947N>Ap.Ser316Asnp.S316NQ9UQ26protein_codingtolerated_low_confidence(0.52)benign(0)TCGA-AO-A1KR-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
RIMS2SNVMissense_Mutationc.2134A>Gp.Thr712Alap.T712AQ9UQ26protein_codingdeleterious_low_confidence(0.02)probably_damaging(0.914)TCGA-BH-A0DS-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapycyclophosphamideSD
RIMS2SNVMissense_Mutationc.214N>Ap.Val72Ilep.V72IQ9UQ26protein_codingdeleterious_low_confidence(0.01)probably_damaging(0.99)TCGA-BH-A0H9-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
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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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