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: RBMS2

Gene summary for RBMS2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

RBMS2

Gene ID

5939

Gene nameRNA binding motif single stranded interacting protein 2
Gene AliasSCR3
Cytomap12q13.3
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q15434


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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
5939RBMS2LZE24THumanEsophagusESCC3.95e-042.10e-010.0596
5939RBMS2LZE6THumanEsophagusESCC1.14e-031.07e-010.0845
5939RBMS2P1T-EHumanEsophagusESCC8.76e-031.03e-010.0875
5939RBMS2P2T-EHumanEsophagusESCC5.48e-161.69e-010.1177
5939RBMS2P4T-EHumanEsophagusESCC3.27e-046.14e-020.1323
5939RBMS2P5T-EHumanEsophagusESCC2.31e-075.17e-020.1327
5939RBMS2P8T-EHumanEsophagusESCC3.67e-203.23e-010.0889
5939RBMS2P9T-EHumanEsophagusESCC9.76e-035.49e-030.1131
5939RBMS2P10T-EHumanEsophagusESCC6.77e-148.66e-020.116
5939RBMS2P11T-EHumanEsophagusESCC1.83e-021.56e-010.1426
5939RBMS2P12T-EHumanEsophagusESCC5.09e-171.31e-010.1122
5939RBMS2P15T-EHumanEsophagusESCC1.74e-021.16e-020.1149
5939RBMS2P16T-EHumanEsophagusESCC1.19e-075.93e-030.1153
5939RBMS2P17T-EHumanEsophagusESCC1.08e-022.48e-010.1278
5939RBMS2P19T-EHumanEsophagusESCC7.87e-042.64e-010.1662
5939RBMS2P21T-EHumanEsophagusESCC1.52e-091.54e-010.1617
5939RBMS2P22T-EHumanEsophagusESCC1.29e-076.72e-020.1236
5939RBMS2P23T-EHumanEsophagusESCC2.31e-062.42e-010.108
5939RBMS2P24T-EHumanEsophagusESCC1.00e-091.23e-010.1287
5939RBMS2P26T-EHumanEsophagusESCC2.90e-071.11e-010.1276
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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
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
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.

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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
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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
RBMS2SNVMissense_Mutationc.1070C>Tp.Pro357Leup.P357LQ15434protein_codingdeleterious(0)benign(0.304)TCGA-EW-A1PG-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydocetaxelSD
RBMS2deletionFrame_Shift_Delnovelc.806delNp.Asn271ThrfsTer23p.N271Tfs*23Q15434protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
RBMS2SNVMissense_Mutationnovelc.976N>Ap.Asp326Asnp.D326NQ15434protein_codingdeleterious(0)probably_damaging(0.91)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
RBMS2SNVMissense_Mutationnovelc.35N>Tp.Ser12Leup.S12LQ15434protein_codingdeleterious_low_confidence(0.01)benign(0.017)TCGA-VS-A958-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
RBMS2SNVMissense_Mutationc.165N>Cp.Lys55Asnp.K55NQ15434protein_codingdeleterious(0.03)possibly_damaging(0.756)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
RBMS2SNVMissense_Mutationnovelc.878T>Gp.Val293Glyp.V293GQ15434protein_codingtolerated(0.33)benign(0.005)TCGA-AA-A029-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
RBMS2SNVMissense_Mutationrs376730098c.706C>Tp.Arg236Trpp.R236WQ15434protein_codingdeleterious(0)benign(0.189)TCGA-AZ-4313-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
RBMS2SNVMissense_Mutationnovelc.211N>Tp.Asp71Tyrp.D71YQ15434protein_codingdeleterious(0)probably_damaging(0.93)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
RBMS2SNVMissense_Mutationnovelc.1127N>Tp.Ser376Phep.S376FQ15434protein_codingdeleterious(0)possibly_damaging(0.707)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
RBMS2SNVMissense_Mutationc.1180N>Ap.Ala394Thrp.A394TQ15434protein_codingtolerated_low_confidence(1)benign(0)TCGA-D5-6928-01Colorectumcolon adenocarcinomaMale>=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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