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: RBM8A

Gene summary for RBM8A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

RBM8A

Gene ID

9939

Gene nameRNA binding motif protein 8A
Gene AliasBOV-1A
Cytomap1q21.1
Gene Typeprotein-coding
GO ID

GO:0000184

UniProtAcc

A0A023T787


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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
9939RBM8AGSM4909281HumanBreastIDC4.06e-023.05e-010.21
9939RBM8AGSM4909282HumanBreastIDC3.73e-094.36e-01-0.0288
9939RBM8AGSM4909285HumanBreastIDC1.03e-084.21e-010.21
9939RBM8AGSM4909288HumanBreastIDC1.47e-021.58e-010.0988
9939RBM8AGSM4909293HumanBreastIDC2.97e-063.48e-010.1581
9939RBM8AGSM4909294HumanBreastIDC1.07e-03-8.99e-020.2022
9939RBM8AGSM4909296HumanBreastIDC7.15e-091.18e-010.1524
9939RBM8AGSM4909297HumanBreastIDC2.32e-14-2.25e-010.1517
9939RBM8AGSM4909311HumanBreastIDC7.13e-35-1.92e-010.1534
9939RBM8AGSM4909312HumanBreastIDC4.89e-10-8.84e-020.1552
9939RBM8AGSM4909313HumanBreastIDC1.87e-03-1.06e-010.0391
9939RBM8AGSM4909316HumanBreastIDC1.61e-083.86e-010.21
9939RBM8AGSM4909318HumanBreastIDC4.14e-053.35e-010.2031
9939RBM8AGSM4909319HumanBreastIDC1.64e-44-4.51e-010.1563
9939RBM8AGSM4909320HumanBreastIDC3.50e-07-3.77e-030.1575
9939RBM8AGSM4909321HumanBreastIDC5.98e-12-1.36e-010.1559
9939RBM8Abrca1HumanBreastPrecancer9.07e-205.22e-01-0.0338
9939RBM8Abrca2HumanBreastPrecancer2.64e-032.70e-01-0.024
9939RBM8Abrca3HumanBreastPrecancer2.19e-073.52e-01-0.0263
9939RBM8AM2HumanBreastIDC5.64e-135.12e-010.21
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
BreastThe 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.IDC: Invasive ductal carcinoma
DCIS: Ductal carcinoma in situ
Precancer(BRCA1-mut): Precancerous lesion from BRCA1 mutation carriers
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
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid Cancer
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
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
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
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:00003981ColorectumSERmRNA splicing, via spliceosome89/2897320/187239.82e-098.14e-0789
GO:00434841ColorectumSERregulation of RNA splicing49/2897148/187237.02e-084.49e-0649
GO:19033111ColorectumSERregulation of mRNA metabolic process78/2897288/187232.61e-071.43e-0578
GO:00480241ColorectumSERregulation of mRNA splicing, via spliceosome35/2897101/187231.52e-066.85e-0535
GO:00506841ColorectumSERregulation of mRNA processing42/2897137/187235.57e-062.01e-0442
GO:00064031ColorectumSERRNA localization53/2897201/187234.51e-051.13e-0353
GO:00442701ColorectumSERcellular nitrogen compound catabolic process99/2897451/187231.46e-042.86e-0399
GO:00467001ColorectumSERheterocycle catabolic process97/2897445/187232.20e-043.89e-0397
GO:00159311ColorectumSERnucleobase-containing compound transport54/2897222/187233.65e-045.67e-0354
GO:00064171ColorectumSERregulation of translation100/2897468/187233.76e-045.74e-03100
GO:00003801ColorectumSERalternative mRNA splicing, via spliceosome24/289777/187234.08e-046.09e-0324
GO:00003811ColorectumSERregulation of alternative mRNA splicing, via spliceosome20/289760/187234.60e-046.65e-0320
GO:19013611ColorectumSERorganic cyclic compound catabolic process104/2897495/187235.46e-047.63e-03104
GO:00346551ColorectumSERnucleobase-containing compound catabolic process88/2897407/187235.53e-047.71e-0388
GO:00512361ColorectumSERestablishment of RNA localization42/2897166/187236.70e-048.96e-0342
GO:00194391ColorectumSERaromatic compound catabolic process98/2897467/187238.09e-041.01e-0298
GO:00506571ColorectumSERnucleic acid transport41/2897163/187238.74e-041.06e-0241
GO:00506581ColorectumSERRNA transport41/2897163/187238.74e-041.06e-0241
GO:00064021ColorectumSERmRNA catabolic process54/2897232/187231.11e-031.28e-0254
GO:00064011ColorectumSERRNA catabolic process62/2897278/187231.56e-031.67e-0262
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa030408BreastPrecancerSpliceosome39/684217/84651.44e-062.27e-051.74e-0539
hsa0304013BreastPrecancerSpliceosome39/684217/84651.44e-062.27e-051.74e-0539
hsa0304023BreastIDCSpliceosome40/867217/84651.53e-041.42e-031.06e-0340
hsa0304033BreastIDCSpliceosome40/867217/84651.53e-041.42e-031.06e-0340
hsa0304043BreastDCISSpliceosome40/846217/84658.97e-058.52e-046.28e-0440
hsa0304053BreastDCISSpliceosome40/846217/84658.97e-058.52e-046.28e-0440
hsa03040ColorectumADSpliceosome73/2092217/84651.73e-039.68e-036.18e-0373
hsa03015ColorectumADmRNA surveillance pathway35/209297/84657.95e-033.13e-022.00e-0235
hsa030401ColorectumADSpliceosome73/2092217/84651.73e-039.68e-036.18e-0373
hsa030151ColorectumADmRNA surveillance pathway35/209297/84657.95e-033.13e-022.00e-0235
hsa030402ColorectumMSSSpliceosome66/1875217/84652.58e-031.27e-027.81e-0366
hsa030403ColorectumMSSSpliceosome66/1875217/84652.58e-031.27e-027.81e-0366
hsa030404ColorectumMSI-HSpliceosome37/797217/84652.49e-043.23e-032.70e-0337
hsa030405ColorectumMSI-HSpliceosome37/797217/84652.49e-043.23e-032.70e-0337
hsa030409EndometriumAEHSpliceosome54/1197217/84651.47e-051.65e-041.21e-0454
hsa0304014EndometriumAEHSpliceosome54/1197217/84651.47e-051.65e-041.21e-0454
hsa0304024EndometriumEECSpliceosome54/1237217/84653.78e-053.88e-042.89e-0454
hsa0304034EndometriumEECSpliceosome54/1237217/84653.78e-053.88e-042.89e-0454
hsa0304018EsophagusHGINSpliceosome79/1383217/84653.22e-137.00e-125.56e-1279
hsa030159EsophagusHGINmRNA surveillance pathway30/138397/84652.48e-042.69e-032.14e-0330
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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
RBM8ASNVMissense_Mutationnovelc.488G>Ap.Arg163Glnp.R163QQ9Y5S9protein_codingtolerated(0.12)possibly_damaging(0.885)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
RBM8ASNVMissense_Mutationc.16N>Ap.Asp6Asnp.D6NQ9Y5S9protein_codingdeleterious(0)possibly_damaging(0.859)TCGA-BH-A0HY-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytaxotereCR
RBM8ASNVMissense_Mutationc.76N>Tp.His26Tyrp.H26YQ9Y5S9protein_codingdeleterious(0.04)benign(0.358)TCGA-D8-A1JA-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinPD
RBM8ASNVMissense_Mutationc.194N>Tp.Gly65Valp.G65VQ9Y5S9protein_codingdeleterious(0)benign(0.206)TCGA-E2-A152-01Breastbreast invasive carcinomaFemale<65I/IITargeted Molecular therapytrastuzumabPD
RBM8ASNVMissense_Mutationc.467A>Cp.Lys156Thrp.K156TQ9Y5S9protein_codingtolerated(0.16)benign(0.227)TCGA-AA-3977-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
RBM8ASNVMissense_Mutationc.444G>Cp.Trp148Cysp.W148CQ9Y5S9protein_codingdeleterious(0)probably_damaging(0.995)TCGA-EF-5830-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
RBM8ASNVMissense_Mutationc.454N>Tp.Arg152Trpp.R152WQ9Y5S9protein_codingtolerated(0.09)benign(0)TCGA-A5-A0GP-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
RBM8ASNVMissense_Mutationc.454N>Tp.Arg152Trpp.R152WQ9Y5S9protein_codingtolerated(0.09)benign(0)TCGA-A5-A2K5-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
RBM8ASNVMissense_Mutationnovelc.275N>Cp.Lys92Thrp.K92TQ9Y5S9protein_codingtolerated(0.09)benign(0.068)TCGA-A5-A2K5-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
RBM8ASNVMissense_Mutationc.521N>Ap.Arg174Hisp.R174HQ9Y5S9protein_codingdeleterious_low_confidence(0.01)benign(0)TCGA-AX-A06F-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycarboplatinSD
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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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