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: RAP1GAP

Gene summary for RAP1GAP

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

RAP1GAP

Gene ID

5909

Gene nameRAP1 GTPase activating protein
Gene AliasRAP1GA1
Cytomap1p36.12
Gene Typeprotein-coding
GO ID

GO:0002250

UniProtAcc

P47736


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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
5909RAP1GAPHTA11_2487_2000001011HumanColorectumSER3.62e-032.58e-01-0.1808
5909RAP1GAPHTA11_1938_2000001011HumanColorectumAD2.63e-022.24e-01-0.0811
5909RAP1GAPHTA11_78_2000001011HumanColorectumAD1.80e-052.69e-01-0.1088
5909RAP1GAPHTA11_411_2000001011HumanColorectumSER2.82e-024.97e-01-0.2602
5909RAP1GAPHTA11_2112_2000001011HumanColorectumSER9.66e-043.29e-01-0.2196
5909RAP1GAPHTA11_3361_2000001011HumanColorectumAD2.65e-032.38e-01-0.1207
5909RAP1GAPHTA11_696_2000001011HumanColorectumAD1.09e-073.74e-01-0.1464
5909RAP1GAPHTA11_866_2000001011HumanColorectumAD1.71e-052.63e-01-0.1001
5909RAP1GAPHTA11_1391_2000001011HumanColorectumAD2.60e-021.61e-01-0.059
5909RAP1GAPHTA11_546_2000001011HumanColorectumAD2.59e-023.94e-01-0.0842
5909RAP1GAPHTA11_99999971662_82457HumanColorectumMSS4.07e-041.38e-010.3859
5909RAP1GAPHTA11_99999974143_84620HumanColorectumMSS2.17e-021.21e-010.3005
5909RAP1GAPHCC1_MengHumanLiverHCC1.35e-22-9.71e-020.0246
5909RAP1GAPHCC2_MengHumanLiverHCC9.77e-10-2.51e-020.0107
5909RAP1GAPHCC2HumanLiverHCC8.52e-183.50e+000.5341
5909RAP1GAPS027HumanLiverHCC1.11e-121.47e+000.2446
5909RAP1GAPS028HumanLiverHCC2.87e-381.94e+000.2503
5909RAP1GAPS029HumanLiverHCC5.71e-281.75e+000.2581
5909RAP1GAPPTCwithHT_6HumanThyroidHT8.62e-03-2.18e-010.02
5909RAP1GAPmale-WTAHumanThyroidPTC5.48e-04-5.88e-020.1037
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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
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:0032535ColorectumADregulation of cellular component size142/3918383/187231.74e-133.41e-11142
GO:0048732ColorectumADgland development149/3918436/187236.07e-116.33e-09149
GO:0051098ColorectumADregulation of binding126/3918363/187236.01e-104.88e-08126
GO:0043087ColorectumADregulation of GTPase activity110/3918348/187231.64e-065.03e-05110
GO:0051056ColorectumADregulation of small GTPase mediated signal transduction94/3918302/187231.81e-053.76e-0494
GO:0032530ColorectumADregulation of microvillus organization10/391813/187232.43e-054.69e-0410
GO:0032528ColorectumADmicrovillus organization14/391824/187236.90e-051.11e-0314
GO:0031345ColorectumADnegative regulation of cell projection organization58/3918186/187236.37e-046.58e-0358
GO:0043547ColorectumADpositive regulation of GTPase activity75/3918255/187237.95e-047.91e-0375
GO:0050673ColorectumADepithelial cell proliferation119/3918437/187238.75e-048.51e-03119
GO:0008361ColorectumADregulation of cell size56/3918181/187239.61e-049.07e-0356
GO:0051100ColorectumADnegative regulation of binding50/3918162/187231.84e-031.51e-0250
GO:0030033ColorectumADmicrovillus assembly9/391816/187232.06e-031.64e-029
GO:0120032ColorectumADregulation of plasma membrane bounded cell projection assembly53/3918186/187238.51e-034.97e-0253
GO:00487321ColorectumSERgland development112/2897436/187231.75e-081.28e-06112
GO:00510981ColorectumSERregulation of binding97/2897363/187231.98e-081.43e-0697
GO:00325301ColorectumSERregulation of microvillus organization10/289713/187231.41e-066.46e-0510
GO:00325281ColorectumSERmicrovillus organization14/289724/187231.83e-067.80e-0514
GO:00300331ColorectumSERmicrovillus assembly9/289716/187232.03e-043.68e-039
GO:00430871ColorectumSERregulation of GTPase activity77/2897348/187235.90e-048.07e-0377
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa04015ColorectumADRap1 signaling pathway71/2092210/84651.72e-039.68e-036.18e-0371
hsa040151ColorectumADRap1 signaling pathway71/2092210/84651.72e-039.68e-036.18e-0371
hsa040152ColorectumSERRap1 signaling pathway54/1580210/84656.55e-033.68e-022.67e-0254
hsa040153ColorectumSERRap1 signaling pathway54/1580210/84656.55e-033.68e-022.67e-0254
hsa040154ColorectumMSSRap1 signaling pathway66/1875210/84651.03e-035.94e-033.64e-0366
hsa040155ColorectumMSSRap1 signaling pathway66/1875210/84651.03e-035.94e-033.64e-0366
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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
RAP1GAPSNVMissense_Mutationnovelc.808N>Gp.Thr270Alap.T270Aprotein_codingdeleterious(0)probably_damaging(0.982)TCGA-AC-A3YI-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapycytoxanCR
RAP1GAPSNVMissense_Mutationnovelc.455A>Tp.Asn152Ilep.N152Iprotein_codingdeleterious(0.02)probably_damaging(0.999)TCGA-LL-A8F5-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
RAP1GAPinsertionFrame_Shift_Insnovelc.853_854insCCTCCCGTp.Lys285ThrfsTer27p.K285Tfs*27protein_codingTCGA-A2-A0CT-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapycytoxanSD
RAP1GAPinsertionFrame_Shift_Insnovelc.852_853insTATCACTGTCCTCCp.Lys285TyrfsTer29p.K285Yfs*29protein_codingTCGA-A2-A0CT-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapycytoxanSD
RAP1GAPinsertionIn_Frame_Insnovelc.1817_1818insTTTGAGAGGp.Lys606delinsAsnLeuArgGlyp.K606delinsNLRGprotein_codingTCGA-AQ-A04J-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
RAP1GAPdeletionFrame_Shift_Delnovelc.754delAp.Thr252ProfsTer57p.T252Pfs*57protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
RAP1GAPdeletionFrame_Shift_Delnovelc.128delCp.Ser43TyrfsTer3p.S43Yfs*3P47736protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
RAP1GAPSNVMissense_Mutationrs776739159c.1594G>Ap.Val532Ilep.V532Iprotein_codingtolerated_low_confidence(0.61)benign(0.021)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
RAP1GAPSNVMissense_Mutationrs145342478c.40C>Tp.Arg14Cysp.R14Cprotein_codingdeleterious(0)probably_damaging(0.997)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
RAP1GAPSNVMissense_Mutationc.1166N>Tp.Thr389Metp.T389Mprotein_codingdeleterious(0.01)probably_damaging(1)TCGA-C5-A1BJ-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
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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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