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: RALBP1

Gene summary for RALBP1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

RALBP1

Gene ID

10928

Gene nameralA binding protein 1
Gene AliasRIP1
Cytomap18p11.22
Gene Typeprotein-coding
GO ID

GO:0000266

UniProtAcc

Q15311


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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
10928RALBP1HTA11_347_2000001011HumanColorectumAD6.03e-206.11e-01-0.1954
10928RALBP1HTA11_546_2000001011HumanColorectumAD2.72e-033.30e-01-0.0842
10928RALBP1A015-C-203HumanColorectumFAP4.46e-11-6.76e-02-0.1294
10928RALBP1A001-C-108HumanColorectumFAP2.63e-054.60e-02-0.0272
10928RALBP1A002-C-205HumanColorectumFAP2.87e-02-3.66e-02-0.1236
10928RALBP1A015-C-104HumanColorectumFAP2.17e-135.58e-02-0.1899
10928RALBP1A001-C-014HumanColorectumFAP3.59e-03-2.55e-020.0135
10928RALBP1A002-C-016HumanColorectumFAP1.75e-05-4.33e-020.0521
10928RALBP1A002-C-116HumanColorectumFAP4.43e-14-1.27e-01-0.0452
10928RALBP1F034HumanColorectumFAP1.06e-076.95e-02-0.0665
10928RALBP1F072BHumanColorectumFAP4.68e-02-2.99e-020.257
10928RALBP1CRC-1-8810HumanColorectumCRC3.58e-03-1.76e-010.6257
10928RALBP1CRC-3-11773HumanColorectumCRC4.58e-02-1.24e-010.2564
10928RALBP1LZE2THumanEsophagusESCC3.23e-071.44e+000.082
10928RALBP1LZE4THumanEsophagusESCC3.97e-102.37e-010.0811
10928RALBP1LZE7THumanEsophagusESCC2.38e-065.00e-010.0667
10928RALBP1LZE8THumanEsophagusESCC8.64e-061.49e-010.067
10928RALBP1LZE20THumanEsophagusESCC2.64e-113.48e-010.0662
10928RALBP1LZE22D1HumanEsophagusHGIN2.83e-041.73e-010.0595
10928RALBP1LZE24THumanEsophagusESCC1.22e-239.34e-010.0596
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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
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:0010821ColorectumADregulation of mitochondrion organization57/3918144/187232.43e-079.92e-0657
GO:0009636ColorectumADresponse to toxic substance88/3918262/187231.12e-063.72e-0588
GO:0043087ColorectumADregulation of GTPase activity110/3918348/187231.64e-065.03e-05110
GO:0007265ColorectumADRas protein signal transduction104/3918337/187231.01e-052.35e-04104
GO:0010822ColorectumADpositive regulation of mitochondrion organization32/391874/187231.22e-052.68e-0432
GO:0051056ColorectumADregulation of small GTPase mediated signal transduction94/3918302/187231.81e-053.76e-0494
GO:0098754ColorectumADdetoxification53/3918152/187234.63e-057.98e-0453
GO:0043547ColorectumADpositive regulation of GTPase activity75/3918255/187237.95e-047.91e-0375
GO:0046578ColorectumADregulation of Ras protein signal transduction56/3918189/187232.85e-032.14e-0256
GO:0007266ColorectumADRho protein signal transduction42/3918137/187234.64e-033.16e-0242
GO:00510562ColorectumFAPregulation of small GTPase mediated signal transduction78/2622302/187233.25e-082.85e-0678
GO:00430873ColorectumFAPregulation of GTPase activity85/2622348/187231.20e-077.68e-0685
GO:00072652ColorectumFAPRas protein signal transduction80/2622337/187239.61e-074.33e-0580
GO:00435472ColorectumFAPpositive regulation of GTPase activity61/2622255/187231.39e-053.73e-0461
GO:00465781ColorectumFAPregulation of Ras protein signal transduction47/2622189/187234.67e-059.60e-0447
GO:00072661ColorectumFAPRho protein signal transduction34/2622137/187235.11e-045.82e-0334
GO:00108213ColorectumFAPregulation of mitochondrion organization35/2622144/187236.44e-047.05e-0335
GO:0035023ColorectumFAPregulation of Rho protein signal transduction22/262286/187233.11e-032.33e-0222
GO:00096363ColorectumFAPresponse to toxic substance53/2622262/187233.35e-032.46e-0253
GO:00510563ColorectumCRCregulation of small GTPase mediated signal transduction69/2078302/187233.34e-099.08e-0769
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa05212ColorectumADPancreatic cancer29/209276/84656.25e-032.68e-021.71e-0229
hsa052121ColorectumADPancreatic cancer29/209276/84656.25e-032.68e-021.71e-0229
hsa052124ColorectumFAPPancreatic cancer24/140476/84658.95e-045.20e-033.16e-0324
hsa052125ColorectumFAPPancreatic cancer24/140476/84658.95e-045.20e-033.16e-0324
hsa04014ColorectumCRCRas signaling pathway49/1091236/84654.04e-044.50e-033.05e-0349
hsa040141ColorectumCRCRas signaling pathway49/1091236/84654.04e-044.50e-033.05e-0349
hsa0521216EsophagusESCCPancreatic cancer62/420576/84657.37e-096.85e-083.51e-0862
hsa0521217EsophagusESCCPancreatic cancer62/420576/84657.37e-096.85e-083.51e-0862
hsa052126LiverCirrhoticPancreatic cancer34/253076/84654.20e-031.63e-021.00e-0234
hsa0521211LiverCirrhoticPancreatic cancer34/253076/84654.20e-031.63e-021.00e-0234
hsa0521221LiverHCCPancreatic cancer54/402076/84652.50e-051.64e-049.12e-0554
hsa0521231LiverHCCPancreatic cancer54/402076/84652.50e-051.64e-049.12e-0554
hsa0521210Oral cavityOSCCPancreatic cancer60/370476/84653.32e-104.45e-092.26e-0960
hsa0521215Oral cavityOSCCPancreatic cancer60/370476/84653.32e-104.45e-092.26e-0960
hsa0521223Oral cavityLPPancreatic cancer40/241876/84658.08e-066.11e-053.94e-0540
hsa0521233Oral cavityLPPancreatic cancer40/241876/84658.08e-066.11e-053.94e-0540
hsa052129ProstateBPHPancreatic cancer31/171876/84653.36e-052.47e-041.53e-0431
hsa0521214ProstateBPHPancreatic cancer31/171876/84653.36e-052.47e-041.53e-0431
hsa0521222ProstateTumorPancreatic cancer33/179176/84659.72e-068.05e-054.99e-0533
hsa0521232ProstateTumorPancreatic cancer33/179176/84659.72e-068.05e-054.99e-0533
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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
RALBP1SNVMissense_Mutationnovelc.1744N>Ap.Glu582Lysp.E582KQ15311protein_codingtolerated(0.05)benign(0.111)TCGA-5L-AAT1-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyletrozolSD
RALBP1SNVMissense_Mutationc.1316N>Cp.Leu439Prop.L439PQ15311protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
RALBP1SNVMissense_Mutationc.1278A>Cp.Glu426Aspp.E426DQ15311protein_codingtolerated(0.09)benign(0.365)TCGA-B6-A1KC-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
RALBP1insertionNonsense_Mutationnovelc.360_361insTCATTCCATTAGCCCTCTATGTAGAGCCTTTCAGGTGTp.Lys121SerfsTer4p.K121Sfs*4Q15311protein_codingTCGA-A8-A06U-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
RALBP1SNVMissense_Mutationrs780034442c.47N>Ap.Arg16Hisp.R16HQ15311protein_codingtolerated_low_confidence(0.16)benign(0.011)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
RALBP1SNVMissense_Mutationnovelc.1348N>Cp.Glu450Glnp.E450QQ15311protein_codingtolerated(0.16)benign(0.035)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
RALBP1SNVMissense_Mutationnovelc.956N>Ap.Ser319Tyrp.S319YQ15311protein_codingdeleterious(0)probably_damaging(0.966)TCGA-C5-A8ZZ-01Cervixcervical & endocervical cancerFemale<65I/IIUnspecificCisplatinSD
RALBP1SNVMissense_Mutationc.1825N>Ap.Glu609Lysp.E609KQ15311protein_codingtolerated_low_confidence(0.25)benign(0.026)TCGA-IR-A3LK-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinPD
RALBP1SNVMissense_Mutationnovelc.742N>Cp.Asp248Hisp.D248HQ15311protein_codingdeleterious(0.01)probably_damaging(0.998)TCGA-MA-AA3Z-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
RALBP1SNVMissense_Mutationc.892N>Ap.Glu298Lysp.E298KQ15311protein_codingtolerated(0.2)probably_damaging(0.998)TCGA-Q1-A5R2-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPR
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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
10928RALBP1TRANSPORTER, ABC TRANSPORTERcarbamazepineCARBAMAZEPINE21738081
10928RALBP1TRANSPORTER, ABC TRANSPORTERDOX12632060
10928RALBP1TRANSPORTER, ABC TRANSPORTERvincristineVINCRISTINE27180762
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