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: RASIP1

Gene summary for RASIP1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

RASIP1

Gene ID

54922

Gene nameRas interacting protein 1
Gene AliasRAIN
Cytomap19q13.33
Gene Typeprotein-coding
GO ID

GO:0001525

UniProtAcc

Q5U651


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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
54922RASIP1CA_HPV_2HumanCervixCC3.49e-071.89e-010.0391
54922RASIP1TumorHumanCervixCC4.04e-375.62e-010.1241
54922RASIP1sample3HumanCervixCC9.28e-415.35e-010.1387
54922RASIP1T3HumanCervixCC6.77e-415.18e-010.1389
54922RASIP1P8T-EHumanEsophagusESCC1.88e-061.99e-010.0889
54922RASIP1P20T-EHumanEsophagusESCC2.71e-315.52e-010.1124
54922RASIP1P24T-EHumanEsophagusESCC7.90e-031.03e-010.1287
54922RASIP1P27T-EHumanEsophagusESCC1.43e-427.45e-010.1055
54922RASIP1P36T-EHumanEsophagusESCC2.11e-031.69e-010.1187
54922RASIP1P37T-EHumanEsophagusESCC2.04e-142.93e-010.1371
54922RASIP1P54T-EHumanEsophagusESCC1.06e-315.88e-010.0975
54922RASIP1P127T-EHumanEsophagusESCC1.29e-224.00e-010.0826
54922RASIP1C04HumanOral cavityOSCC3.83e-271.05e+000.2633
54922RASIP1C30HumanOral cavityOSCC5.46e-511.93e+000.3055
54922RASIP1C51HumanOral cavityOSCC3.75e-167.42e-010.2674
54922RASIP1C06HumanOral cavityOSCC6.61e-081.29e+000.2699
54922RASIP1C86HumanOral cavityOSCC1.06e-027.07e-010.161
54922RASIP1C09HumanOral cavityOSCC3.78e-102.90e-010.1431
54922RASIP1LP17HumanOral cavityLP7.16e-064.55e-010.2349
54922RASIP1P1_cSCCHumanSkincSCC1.65e-287.50e-010.0292
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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
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
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
∗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:00510566CervixCCregulation of small GTPase mediated signal transduction75/2311302/187231.54e-091.74e-0775
GO:004325410CervixCCregulation of protein-containing complex assembly96/2311428/187232.91e-093.05e-0796
GO:00072656CervixCCRas protein signal transduction79/2311337/187239.49e-097.77e-0779
GO:00430877CervixCCregulation of GTPase activity79/2311348/187234.21e-082.60e-0679
GO:003133010CervixCCnegative regulation of cellular catabolic process63/2311262/187231.10e-075.68e-0663
GO:000989510CervixCCnegative regulation of catabolic process69/2311320/187232.15e-066.55e-0569
GO:003133410CervixCCpositive regulation of protein-containing complex assembly55/2311237/187232.25e-066.73e-0555
GO:00719007CervixCCregulation of protein serine/threonine kinase activity75/2311359/187232.76e-068.02e-0575
GO:005134810CervixCCnegative regulation of transferase activity60/2311268/187232.77e-068.02e-0560
GO:004593610CervixCCnegative regulation of phosphate metabolic process88/2311441/187232.92e-068.27e-0588
GO:001056310CervixCCnegative regulation of phosphorus metabolic process88/2311442/187233.21e-068.77e-0588
GO:004232610CervixCCnegative regulation of phosphorylation77/2311385/187231.09e-052.38e-0477
GO:00072666CervixCCRho protein signal transduction35/2311137/187231.77e-053.33e-0435
GO:00465785CervixCCregulation of Ras protein signal transduction44/2311189/187232.05e-053.73e-0444
GO:000193310CervixCCnegative regulation of protein phosphorylation69/2311342/187232.29e-054.01e-0469
GO:000646910CervixCCnegative regulation of protein kinase activity47/2311212/187234.13e-056.36e-0447
GO:00336739CervixCCnegative regulation of kinase activity50/2311237/187239.22e-051.21e-0350
GO:00015704CervixCCvasculogenesis22/231180/187231.97e-042.26e-0322
GO:00105067CervixCCregulation of autophagy61/2311317/187232.61e-042.87e-0361
GO:00350235CervixCCregulation of Rho protein signal transduction22/231186/187235.93e-045.60e-0322
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0452020CervixCCAdherens junction33/126793/84656.99e-077.31e-064.32e-0633
hsa04520110CervixCCAdherens junction33/126793/84656.99e-077.31e-064.32e-0633
hsa0452029Oral cavityOSCCAdherens junction62/370493/84656.34e-063.12e-051.59e-0562
hsa04520113Oral cavityOSCCAdherens junction62/370493/84656.34e-063.12e-051.59e-0562
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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
RASIP1insertionFrame_Shift_Insnovelc.2657_2658insTCCCCAGTCTCCTTCTAACCCCAGATTCTGGACCCCTGTCCp.Pro888GlnfsTer52p.P888Qfs*52Q5U651protein_codingTCGA-AN-A0G0-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
RASIP1SNVMissense_Mutationc.1840N>Tp.Ile614Phep.I614FQ5U651protein_codingdeleterious(0)possibly_damaging(0.795)TCGA-EK-A2RJ-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
RASIP1SNVMissense_Mutationnovelc.899N>Tp.Pro300Leup.P300LQ5U651protein_codingdeleterious(0.02)benign(0.177)TCGA-HM-A4S6-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycisplatinCR
RASIP1SNVMissense_Mutationc.2002N>Ap.Glu668Lysp.E668KQ5U651protein_codingtolerated(0.12)possibly_damaging(0.883)TCGA-Q1-A73P-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
RASIP1SNVMissense_Mutationnovelc.2185N>Ap.Glu729Lysp.E729KQ5U651protein_codingtolerated(0.08)benign(0.284)TCGA-VS-A959-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
RASIP1insertionFrame_Shift_Insnovelc.2694_2695insCCCGTp.Asp899ProfsTer29p.D899Pfs*29Q5U651protein_codingTCGA-DS-A1OB-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycarboplatinPD
RASIP1SNVMissense_Mutationc.2768G>Ap.Gly923Aspp.G923DQ5U651protein_codingtolerated(0.37)benign(0.366)TCGA-4N-A93T-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapyxelodaSD
RASIP1SNVMissense_Mutationrs374430911c.2590N>Ap.Ala864Thrp.A864TQ5U651protein_codingdeleterious(0.01)possibly_damaging(0.475)TCGA-AA-3837-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
RASIP1SNVMissense_Mutationnovelc.2176G>Ap.Ala726Thrp.A726TQ5U651protein_codingtolerated(0.34)benign(0.05)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
RASIP1SNVMissense_Mutationc.1066G>Ap.Ala356Thrp.A356TQ5U651protein_codingtolerated(0.16)benign(0)TCGA-AA-A01P-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
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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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