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: RALGAPB

Gene summary for RALGAPB

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

RALGAPB

Gene ID

57148

Gene nameRal GTPase activating protein non-catalytic subunit beta
Gene AliasKIAA1219
Cytomap20q11.23
Gene Typeprotein-coding
GO ID

GO:0007154

UniProtAcc

Q6MZJ2


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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
57148RALGAPBLZE4THumanEsophagusESCC2.49e-061.96e-010.0811
57148RALGAPBLZE5THumanEsophagusESCC1.35e-022.52e-010.0514
57148RALGAPBLZE7THumanEsophagusESCC1.71e-052.99e-010.0667
57148RALGAPBLZE8THumanEsophagusESCC5.09e-034.89e-020.067
57148RALGAPBLZE20THumanEsophagusESCC6.06e-041.56e-010.0662
57148RALGAPBLZE24THumanEsophagusESCC3.74e-226.15e-010.0596
57148RALGAPBP1T-EHumanEsophagusESCC4.37e-093.47e-010.0875
57148RALGAPBP2T-EHumanEsophagusESCC1.70e-202.87e-010.1177
57148RALGAPBP4T-EHumanEsophagusESCC1.75e-092.26e-010.1323
57148RALGAPBP5T-EHumanEsophagusESCC1.88e-191.16e-010.1327
57148RALGAPBP8T-EHumanEsophagusESCC3.41e-183.39e-010.0889
57148RALGAPBP9T-EHumanEsophagusESCC1.30e-081.05e-010.1131
57148RALGAPBP10T-EHumanEsophagusESCC1.67e-243.90e-010.116
57148RALGAPBP11T-EHumanEsophagusESCC1.94e-143.69e-010.1426
57148RALGAPBP12T-EHumanEsophagusESCC1.74e-183.92e-010.1122
57148RALGAPBP15T-EHumanEsophagusESCC1.16e-214.69e-010.1149
57148RALGAPBP16T-EHumanEsophagusESCC2.78e-193.62e-010.1153
57148RALGAPBP17T-EHumanEsophagusESCC1.61e-021.38e-010.1278
57148RALGAPBP20T-EHumanEsophagusESCC7.94e-122.41e-010.1124
57148RALGAPBP21T-EHumanEsophagusESCC1.72e-193.35e-010.1617
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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
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
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:004308715EsophagusESCCregulation of GTPase activity183/8552348/187235.34e-032.00e-02183
GO:005105610EsophagusESCCregulation of small GTPase mediated signal transduction157/8552302/187231.55e-024.98e-02157
GO:005105617ThyroidPTCregulation of small GTPase mediated signal transduction132/5968302/187239.26e-061.04e-04132
GO:004308718ThyroidPTCregulation of GTPase activity148/5968348/187231.63e-051.71e-04148
GO:004354714ThyroidPTCpositive regulation of GTPase activity103/5968255/187232.38e-031.25e-02103
GO:005105618ThyroidATCregulation of small GTPase mediated signal transduction141/6293302/187231.43e-061.77e-05141
GO:004308719ThyroidATCregulation of GTPase activity153/6293348/187233.24e-052.68e-04153
GO:004354715ThyroidATCpositive regulation of GTPase activity106/6293255/187234.58e-031.89e-02106
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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
RALGAPBSNVMissense_Mutationc.4156N>Cp.Glu1386Glnp.E1386QQ86X10protein_codingtolerated(0.12)possibly_damaging(0.852)TCGA-A2-A0YK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
RALGAPBSNVMissense_Mutationc.79G>Cp.Glu27Glnp.E27QQ86X10protein_codingtolerated(0.48)benign(0.062)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
RALGAPBSNVMissense_Mutationrs771253115c.1980G>Cp.Leu660Phep.L660FQ86X10protein_codingtolerated(0.19)probably_damaging(0.991)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
RALGAPBSNVMissense_Mutationnovelc.2744N>Tp.Ser915Leup.S915LQ86X10protein_codingdeleterious(0.03)benign(0.059)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
RALGAPBSNVMissense_Mutationc.1495N>Gp.Met499Valp.M499VQ86X10protein_codingtolerated(0.41)benign(0)TCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
RALGAPBSNVMissense_Mutationc.2977N>Gp.Leu993Valp.L993VQ86X10protein_codingtolerated(0.13)benign(0.109)TCGA-AO-A0J4-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
RALGAPBSNVMissense_Mutationc.2984N>Gp.Pro995Argp.P995RQ86X10protein_codingdeleterious(0)probably_damaging(0.996)TCGA-AR-A24L-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenPD
RALGAPBSNVMissense_Mutationnovelc.1594N>Ap.Glu532Lysp.E532KQ86X10protein_codingdeleterious(0.01)benign(0.075)TCGA-BH-A0B6-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
RALGAPBSNVMissense_Mutationc.2992N>Ap.Ala998Thrp.A998TQ86X10protein_codingtolerated(0.49)probably_damaging(0.993)TCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
RALGAPBSNVMissense_Mutationc.79G>Ap.Glu27Lysp.E27KQ86X10protein_codingtolerated(0.75)benign(0.022)TCGA-BH-A18P-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
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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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