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: RBMS3

Gene summary for RBMS3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

RBMS3

Gene ID

27303

Gene nameRNA binding motif single stranded interacting protein 3
Gene AliasRBMS3
Cytomap3p24.1
Gene Typeprotein-coding
GO ID

GO:0002347

UniProtAcc

Q6XE24


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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
27303RBMS3P8T-EHumanEsophagusESCC1.41e-104.14e-010.0889
27303RBMS3P10T-EHumanEsophagusESCC2.31e-142.82e-010.116
27303RBMS3P11T-EHumanEsophagusESCC1.92e-032.10e-010.1426
27303RBMS3P16T-EHumanEsophagusESCC6.16e-336.49e-010.1153
27303RBMS3P23T-EHumanEsophagusESCC1.48e-071.51e-010.108
27303RBMS3P24T-EHumanEsophagusESCC1.91e-021.20e-010.1287
27303RBMS3P26T-EHumanEsophagusESCC8.82e-254.49e-010.1276
27303RBMS3P27T-EHumanEsophagusESCC2.27e-021.39e-010.1055
27303RBMS3P32T-EHumanEsophagusESCC3.46e-051.79e-010.1666
27303RBMS3P36T-EHumanEsophagusESCC1.40e-073.25e-010.1187
27303RBMS3P37T-EHumanEsophagusESCC4.77e-031.01e-010.1371
27303RBMS3P39T-EHumanEsophagusESCC8.10e-071.39e-010.0894
27303RBMS3P42T-EHumanEsophagusESCC3.18e-051.89e-010.1175
27303RBMS3P44T-EHumanEsophagusESCC1.75e-021.60e-010.1096
27303RBMS3P47T-EHumanEsophagusESCC1.75e-031.05e-010.1067
27303RBMS3P49T-EHumanEsophagusESCC1.02e-033.63e-010.1768
27303RBMS3P54T-EHumanEsophagusESCC3.39e-102.11e-010.0975
27303RBMS3P57T-EHumanEsophagusESCC1.86e-021.36e-010.0926
27303RBMS3P61T-EHumanEsophagusESCC2.00e-049.70e-020.099
27303RBMS3P74T-EHumanEsophagusESCC1.93e-031.67e-010.1479
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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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
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
GO:001605522LungAAHWnt signaling pathway28/613444/187237.63e-042.63e-0228
GO:019873822LungAAHcell-cell signaling by wnt28/613446/187238.18e-042.75e-0228
GO:003011122LungMIACregulation of Wnt signaling pathway41/967328/187231.51e-073.69e-0541
GO:001605531LungMIACWnt signaling pathway50/967444/187231.88e-074.02e-0550
GO:019873831LungMIACcell-cell signaling by wnt50/967446/187232.16e-074.11e-0550
GO:006082822LungMIACregulation of canonical Wnt signaling pathway28/967253/187231.23e-045.10e-0328
GO:006007022LungMIACcanonical Wnt signaling pathway31/967303/187232.31e-047.86e-0331
GO:00301782LungMIACnegative regulation of Wnt signaling pathway19/967170/187231.28e-032.38e-0219
GO:001605510Oral cavityOSCCWnt signaling pathway227/7305444/187231.10e-071.87e-06227
GO:019873810Oral cavityOSCCcell-cell signaling by wnt227/7305446/187231.75e-072.86e-06227
GO:003011110Oral cavityOSCCregulation of Wnt signaling pathway165/7305328/187231.87e-051.80e-04165
GO:006082810Oral cavityOSCCregulation of canonical Wnt signaling pathway128/7305253/187231.11e-048.16e-04128
GO:006007010Oral cavityOSCCcanonical Wnt signaling pathway148/7305303/187232.89e-041.82e-03148
GO:001605523Oral cavityEOLPWnt signaling pathway89/2218444/187233.66e-071.06e-0589
GO:019873823Oral cavityEOLPcell-cell signaling by wnt89/2218446/187234.49e-071.25e-0589
GO:003011123Oral cavityEOLPregulation of Wnt signaling pathway67/2218328/187235.11e-061.04e-0467
GO:006082823Oral cavityEOLPregulation of canonical Wnt signaling pathway54/2218253/187231.11e-051.95e-0454
GO:006007023Oral cavityEOLPcanonical Wnt signaling pathway61/2218303/187232.11e-053.28e-0461
GO:001605532Oral cavityNEOLPWnt signaling pathway93/2005444/187231.35e-101.34e-0893
GO:019873832Oral cavityNEOLPcell-cell signaling by wnt93/2005446/187231.73e-101.66e-0893
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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
RBMS3SNVMissense_Mutationnovelc.254G>Tp.Gly85Valp.G85VQ6XE24protein_codingdeleterious(0)probably_damaging(0.999)TCGA-A2-A0CR-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinCR
RBMS3SNVMissense_Mutationnovelc.812N>Cp.Ser271Thrp.S271TQ6XE24protein_codingtolerated(0.06)benign(0.109)TCGA-A2-A4S1-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
RBMS3SNVMissense_Mutationnovelc.520N>Tp.Asp174Tyrp.D174YQ6XE24protein_codingdeleterious(0.03)probably_damaging(0.984)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
RBMS3SNVMissense_Mutationc.724N>Tp.Pro242Serp.P242SQ6XE24protein_codingtolerated(0.29)benign(0.005)TCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
RBMS3SNVMissense_Mutationc.611N>Tp.Tyr204Phep.Y204FQ6XE24protein_codingtolerated(0.71)benign(0.012)TCGA-AN-A0FW-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
RBMS3SNVMissense_Mutationnovelc.76N>Ap.Gln26Lysp.Q26KQ6XE24protein_codingtolerated_low_confidence(0.4)benign(0.01)TCGA-PE-A5DC-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
RBMS3insertionFrame_Shift_Insnovelc.678_679insGp.Gln227AlafsTer30p.Q227Afs*30Q6XE24protein_codingTCGA-A2-A0D2-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
RBMS3SNVMissense_Mutationc.447N>Gp.Ile149Metp.I149MQ6XE24protein_codingtolerated(0.05)benign(0.043)TCGA-FU-A3HZ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
RBMS3SNVMissense_Mutationc.449N>Ap.Ser150Tyrp.S150YQ6XE24protein_codingtolerated(0.13)benign(0.443)TCGA-FU-A3HZ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
RBMS3SNVMissense_Mutationc.425T>Ap.Leu142Glnp.L142QQ6XE24protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AA-3693-01Colorectumcolon adenocarcinomaFemale>=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
27303RBMS3NABisphosphonates
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