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: RBM38

Gene summary for RBM38

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

RBM38

Gene ID

55544

Gene nameRNA binding motif protein 38
Gene AliasHSRNASEB
Cytomap20q13.31
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q9H0Z9


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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
55544RBM38HTA11_347_2000001011HumanColorectumAD5.69e-113.20e-01-0.1954
55544RBM38HTA11_696_2000001011HumanColorectumAD1.32e-022.01e-01-0.1464
55544RBM38HTA11_7862_2000001011HumanColorectumAD3.04e-084.37e-01-0.0179
55544RBM38HTA11_866_3004761011HumanColorectumAD1.71e-021.73e-010.096
55544RBM38HTA11_7663_2000001011HumanColorectumSER2.73e-023.47e-010.0131
55544RBM38HTA11_99999965062_69753HumanColorectumMSI-H8.81e-068.66e-010.3487
55544RBM38HTA11_99999965104_69814HumanColorectumMSS3.22e-061.97e-010.281
55544RBM38HTA11_99999971662_82457HumanColorectumMSS8.92e-104.27e-010.3859
55544RBM38HTA11_99999973899_84307HumanColorectumMSS2.36e-022.35e-010.2585
55544RBM38HTA11_99999974143_84620HumanColorectumMSS5.42e-104.35e-010.3005
55544RBM38LZE7THumanEsophagusESCC6.44e-093.69e-010.0667
55544RBM38LZE8THumanEsophagusESCC5.58e-045.19e-020.067
55544RBM38LZE24THumanEsophagusESCC7.30e-038.53e-020.0596
55544RBM38P2T-EHumanEsophagusESCC3.49e-141.58e-010.1177
55544RBM38P4T-EHumanEsophagusESCC3.72e-088.41e-020.1323
55544RBM38P5T-EHumanEsophagusESCC1.15e-133.61e-010.1327
55544RBM38P8T-EHumanEsophagusESCC2.05e-021.13e-020.0889
55544RBM38P10T-EHumanEsophagusESCC8.93e-081.65e-010.116
55544RBM38P12T-EHumanEsophagusESCC2.32e-061.85e-010.1122
55544RBM38P15T-EHumanEsophagusESCC9.28e-152.93e-010.1149
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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
∗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:0008380ColorectumADRNA splicing169/3918434/187233.59e-182.04e-15169
GO:0043484ColorectumADregulation of RNA splicing70/3918148/187236.47e-131.16e-1070
GO:00083801ColorectumSERRNA splicing123/2897434/187233.84e-128.41e-10123
GO:00434841ColorectumSERregulation of RNA splicing49/2897148/187237.02e-084.49e-0649
GO:00083802ColorectumMSSRNA splicing159/3467434/187231.75e-191.22e-16159
GO:00434842ColorectumMSSregulation of RNA splicing66/3467148/187232.44e-135.25e-1166
GO:00083803ColorectumMSI-HRNA splicing82/1319434/187231.22e-164.53e-1482
GO:00434843ColorectumMSI-Hregulation of RNA splicing34/1319148/187235.85e-108.33e-0834
GO:0008380111EsophagusESCCRNA splicing336/8552434/187231.74e-423.67e-39336
GO:0043484111EsophagusESCCregulation of RNA splicing116/8552148/187233.18e-162.38e-14116
GO:000838022LiverHCCRNA splicing313/7958434/187231.36e-361.73e-33313
GO:004348422LiverHCCregulation of RNA splicing113/7958148/187234.32e-174.15e-15113
GO:000838020Oral cavityOSCCRNA splicing308/7305434/187232.43e-427.70e-39308
GO:004348420Oral cavityOSCCregulation of RNA splicing108/7305148/187234.25e-173.69e-15108
GO:00426927Oral cavityOSCCmuscle cell differentiation175/7305384/187234.79e-031.92e-02175
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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
RBM38SNVMissense_Mutationc.163N>Cp.Glu55Glnp.E55QQ9H0Z9protein_codingtolerated(0.12)benign(0.404)TCGA-5L-AAT1-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyletrozolSD
RBM38SNVMissense_Mutationnovelc.689N>Tp.Ala230Valp.A230VQ9H0Z9protein_codingdeleterious_low_confidence(0)benign(0.163)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
RBM38SNVMissense_Mutationrs766651552c.478N>Ap.Ala160Thrp.A160TQ9H0Z9protein_codingtolerated(0.62)benign(0)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
RBM38SNVMissense_Mutationrs766487046c.521N>Tp.Pro174Leup.P174LQ9H0Z9protein_codingtolerated(0.06)benign(0.028)TCGA-CM-4752-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
RBM38SNVMissense_Mutationc.325N>Ap.Ala109Thrp.A109TQ9H0Z9protein_codingdeleterious(0)possibly_damaging(0.907)TCGA-D5-6930-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
RBM38SNVMissense_Mutationrs754322312c.551N>Ap.Pro184Glnp.P184QQ9H0Z9protein_codingtolerated(0.16)benign(0.007)TCGA-F4-6703-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
RBM38SNVMissense_Mutationnovelc.301N>Ap.Gly101Serp.G101SQ9H0Z9protein_codingdeleterious(0)probably_damaging(0.999)TCGA-DC-4745-01Colorectumrectum adenocarcinomaFemale<65III/IVChemotherapy5-fluorouracilSD
RBM38SNVMissense_Mutationnovelc.274T>Cp.Cys92Argp.C92RQ9H0Z9protein_codingdeleterious(0)probably_damaging(0.979)TCGA-DI-A1BU-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapypaclitaxelSD
RBM38SNVMissense_Mutationnovelc.707A>Tp.Asp236Valp.D236VQ9H0Z9protein_codingdeleterious_low_confidence(0)possibly_damaging(0.865)TCGA-FI-A2D0-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
RBM38SNVMissense_Mutationnovelc.52C>Ap.Leu18Metp.L18MQ9H0Z9protein_codingtolerated_low_confidence(0.25)benign(0)TCGA-FI-A2D5-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycarboplatinumPD
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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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