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

Home

Download

Statistics

Help

Contact

Center for Computational Systems Medicine
leaf

Gene summary

leaf

Malignant transformation analysis

leaf

Malignant transformation related pathway analysis

leaf

Cell-cell communication analysis

leaf

Single-cell gene regulatory network inference analysis

leaf

Somatic mutation of malignant transformation related genes

leaf

Related drugs of malignant transformation related genes

Gene: SAR1A

Gene summary for SAR1A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SAR1A

Gene ID

56681

Gene namesecretion associated Ras related GTPase 1A
Gene AliasSAR1
Cytomap10q22.1
Gene Typeprotein-coding
GO ID

GO:0003400

UniProtAcc

Q5SQT9


Top

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
56681SAR1AAEH-subject2HumanEndometriumAEH1.80e-10-3.28e-01-0.2525
56681SAR1AAEH-subject3HumanEndometriumAEH1.82e-05-3.01e-01-0.2576
56681SAR1AEEC-subject2HumanEndometriumEEC4.23e-08-2.85e-01-0.2607
56681SAR1AEEC-subject3HumanEndometriumEEC1.30e-19-3.30e-01-0.2525
56681SAR1AEEC-subject4HumanEndometriumEEC2.08e-05-2.00e-01-0.2571
56681SAR1AGSM5276934HumanEndometriumEEC8.84e-032.37e-01-0.0913
56681SAR1AGSM6177620_NYU_UCEC1_lib1_lib1HumanEndometriumEEC4.11e-25-2.14e-01-0.1869
56681SAR1AGSM6177620_NYU_UCEC1_lib2_lib2HumanEndometriumEEC8.40e-18-1.29e-01-0.1875
56681SAR1AGSM6177620_NYU_UCEC1_lib3_lib3HumanEndometriumEEC6.23e-28-2.76e-01-0.1883
56681SAR1AGSM6177621_NYU_UCEC2_lib1_lib1HumanEndometriumEEC3.27e-183.73e-02-0.1934
56681SAR1AGSM6177622_NYU_UCEC3_lib1_lib1HumanEndometriumEEC2.99e-36-2.34e-01-0.1917
56681SAR1AGSM6177622_NYU_UCEC3_lib2_lib2HumanEndometriumEEC4.90e-28-3.03e-01-0.1916
56681SAR1ALZE4THumanEsophagusESCC1.68e-102.50e-010.0811
56681SAR1ALZE7THumanEsophagusESCC1.34e-042.47e-010.0667
56681SAR1ALZE8THumanEsophagusESCC1.30e-099.77e-020.067
56681SAR1ALZE20THumanEsophagusESCC1.86e-051.48e-010.0662
56681SAR1ALZE24THumanEsophagusESCC7.61e-145.75e-010.0596
56681SAR1ALZE6THumanEsophagusESCC8.81e-042.66e-010.0845
56681SAR1AP1T-EHumanEsophagusESCC2.34e-032.96e-010.0875
56681SAR1AP2T-EHumanEsophagusESCC1.19e-215.38e-010.1177
Page: 1 2 3 4 5 6 7 

check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid 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
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.

Top

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).
Page: 1 2 3 4 5 6 7 8 9 

check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:009031610Oral cavityOSCCpositive regulation of intracellular protein transport110/7305160/187232.10e-141.19e-12110
GO:000690019Oral cavityOSCCvesicle budding from membrane49/730561/187234.73e-111.50e-0949
GO:00069037Oral cavityOSCCvesicle targeting38/730545/187234.49e-101.19e-0838
GO:00516509Oral cavityOSCCestablishment of vesicle localization101/7305161/187238.79e-102.17e-08101
GO:00516489Oral cavityOSCCvesicle localization105/7305177/187233.30e-086.30e-07105
GO:00325276Oral cavityOSCCprotein exit from endoplasmic reticulum36/730548/187234.31e-076.36e-0636
GO:00481995Oral cavityOSCCvesicle targeting, to, from or within Golgi19/730521/187231.41e-061.86e-0519
GO:00901145Oral cavityOSCCCOPII-coated vesicle budding24/730529/187231.74e-062.26e-0524
GO:00069016Oral cavityOSCCvesicle coating16/730517/187233.07e-063.72e-0516
GO:00482074Oral cavityOSCCvesicle targeting, rough ER to cis-Golgi12/730513/187231.03e-047.67e-0412
GO:00482084Oral cavityOSCCCOPII vesicle coating12/730513/187231.03e-047.67e-0412
GO:00708614Oral cavityOSCCregulation of protein exit from endoplasmic reticulum20/730527/187232.32e-041.51e-0320
GO:0060628Oral cavityOSCCregulation of ER to Golgi vesicle-mediated transport12/730515/187231.49e-037.13e-0312
GO:00901103Oral cavityOSCCCOPII-coated vesicle cargo loading11/730515/187237.49e-032.75e-0211
GO:004819316Oral cavityLPGolgi vesicle transport141/4623296/187236.11e-181.06e-15141
GO:003238616Oral cavityLPregulation of intracellular transport145/4623337/187238.58e-148.27e-12145
GO:003238819Oral cavityLPpositive regulation of intracellular transport97/4623202/187234.79e-134.30e-1197
GO:003315719Oral cavityLPregulation of intracellular protein transport106/4623229/187237.85e-136.68e-11106
GO:001605013Oral cavityLPvesicle organization128/4623300/187234.96e-123.98e-10128
GO:1904951110Oral cavityLPpositive regulation of establishment of protein localization132/4623319/187233.06e-112.00e-09132
Page: 1 2 3 4 5 6 7 8 9 10 11 12 13 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0414126EndometriumAEHProtein processing in endoplasmic reticulum62/1197174/84655.97e-131.39e-111.01e-1162
hsa04141111EndometriumAEHProtein processing in endoplasmic reticulum62/1197174/84655.97e-131.39e-111.01e-1162
hsa0414127EndometriumEECProtein processing in endoplasmic reticulum64/1237174/84652.17e-135.09e-123.80e-1264
hsa0513418EndometriumEECLegionellosis17/123757/84652.42e-031.47e-021.10e-0217
hsa0414136EndometriumEECProtein processing in endoplasmic reticulum64/1237174/84652.17e-135.09e-123.80e-1264
hsa0513419EndometriumEECLegionellosis17/123757/84652.42e-031.47e-021.10e-0217
hsa04141211EsophagusESCCProtein processing in endoplasmic reticulum147/4205174/84653.29e-221.10e-195.64e-20147
hsa0513428EsophagusESCCLegionellosis42/420557/84651.83e-046.90e-043.53e-0442
hsa04141310EsophagusESCCProtein processing in endoplasmic reticulum147/4205174/84653.29e-221.10e-195.64e-20147
hsa0513436EsophagusESCCLegionellosis42/420557/84651.83e-046.90e-043.53e-0442
hsa0414114LiverCirrhoticProtein processing in endoplasmic reticulum114/2530174/84651.16e-229.67e-215.96e-21114
hsa0513412LiverCirrhoticLegionellosis28/253057/84651.71e-038.01e-034.94e-0328
hsa0414115LiverCirrhoticProtein processing in endoplasmic reticulum114/2530174/84651.16e-229.67e-215.96e-21114
hsa0513413LiverCirrhoticLegionellosis28/253057/84651.71e-038.01e-034.94e-0328
hsa0414122LiverHCCProtein processing in endoplasmic reticulum146/4020174/84657.34e-242.46e-211.37e-21146
hsa0414132LiverHCCProtein processing in endoplasmic reticulum146/4020174/84657.34e-242.46e-211.37e-21146
hsa0414130Oral cavityOSCCProtein processing in endoplasmic reticulum143/3704174/84656.82e-262.28e-231.16e-23143
hsa0513425Oral cavityOSCCLegionellosis42/370457/84654.18e-062.15e-051.10e-0542
hsa04141113Oral cavityOSCCProtein processing in endoplasmic reticulum143/3704174/84656.82e-262.28e-231.16e-23143
hsa05134111Oral cavityOSCCLegionellosis42/370457/84654.18e-062.15e-051.10e-0542
Page: 1 2 

Top

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
Page: 1 

Top

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.
Page: 1 

Top

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
SAR1ASNVMissense_Mutationc.317C>Gp.Ser106Cysp.S106CQ9NR31protein_codingdeleterious(0.01)benign(0.342)TCGA-IR-A3LA-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
SAR1ASNVMissense_Mutationrs750456522c.251G>Ap.Arg84Hisp.R84HQ9NR31protein_codingdeleterious(0)probably_damaging(0.97)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
SAR1ASNVMissense_Mutationc.562N>Ap.Glu188Lysp.E188KQ9NR31protein_codingdeleterious(0)benign(0.341)TCGA-DM-A28F-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownSD
SAR1ASNVMissense_Mutationnovelc.566N>Ap.Gly189Aspp.G189DQ9NR31protein_codingdeleterious(0.02)probably_damaging(0.965)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
SAR1ASNVMissense_Mutationnovelc.468N>Tp.Gln156Hisp.Q156HQ9NR31protein_codingtolerated(0.41)benign(0.013)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
SAR1ASNVMissense_Mutationc.508N>Ap.Ala170Thrp.A170TQ9NR31protein_codingtolerated(0.53)benign(0)TCGA-AX-A0J1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
SAR1ASNVMissense_Mutationc.443N>Ap.Arg148Hisp.R148HQ9NR31protein_codingdeleterious(0.05)benign(0.311)TCGA-B5-A0JY-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapydoxorubicinSD
SAR1ASNVMissense_Mutationc.464N>Tp.Gly155Valp.G155VQ9NR31protein_codingdeleterious(0.02)probably_damaging(0.94)TCGA-B5-A11E-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
SAR1ASNVMissense_Mutationc.548N>Cp.Arg183Thrp.R183TQ9NR31protein_codingdeleterious(0)possibly_damaging(0.699)TCGA-BG-A0W1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
SAR1ASNVMissense_Mutationc.418G>Tp.Asp140Tyrp.D140YQ9NR31protein_codingtolerated(0.19)possibly_damaging(0.59)TCGA-D1-A103-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
Page: 1 2 3 

Top

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
Page: 1