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: 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


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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
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
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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.

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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:190495115EndometriumAEHpositive regulation of establishment of protein localization74/2100319/187237.05e-106.51e-0874
GO:005122215EndometriumAEHpositive regulation of protein transport66/2100303/187237.79e-083.99e-0666
GO:004325416EndometriumAEHregulation of protein-containing complex assembly83/2100428/187233.90e-071.63e-0583
GO:00516568EndometriumAEHestablishment of organelle localization77/2100390/187234.89e-071.94e-0577
GO:003315710EndometriumAEHregulation of intracellular protein transport51/2100229/187231.13e-063.75e-0551
GO:000690015EndometriumAEHvesicle budding from membrane21/210061/187231.43e-064.60e-0521
GO:003238810EndometriumAEHpositive regulation of intracellular transport46/2100202/187231.96e-065.93e-0546
GO:00481939EndometriumAEHGolgi vesicle transport60/2100296/187233.65e-069.79e-0560
GO:00323869EndometriumAEHregulation of intracellular transport66/2100337/187234.18e-061.10e-0466
GO:00903168EndometriumAEHpositive regulation of intracellular protein transport38/2100160/187235.22e-061.33e-0438
GO:00068886EndometriumAEHendoplasmic reticulum to Golgi vesicle-mediated transport29/2100130/187232.11e-042.59e-0329
GO:00069014EndometriumAEHvesicle coating8/210017/187232.36e-042.84e-038
GO:00516507EndometriumAEHestablishment of vesicle localization32/2100161/187238.99e-048.24e-0332
GO:00069035EndometriumAEHvesicle targeting13/210045/187239.84e-048.90e-0313
GO:00481993EndometriumAEHvesicle targeting, to, from or within Golgi8/210021/187231.31e-031.11e-028
GO:00482072EndometriumAEHvesicle targeting, rough ER to cis-Golgi6/210013/187231.68e-031.36e-026
GO:00482082EndometriumAEHCOPII vesicle coating6/210013/187231.68e-031.36e-026
GO:00516487EndometriumAEHvesicle localization32/2100177/187234.33e-032.86e-0232
GO:00325274EndometriumAEHprotein exit from endoplasmic reticulum12/210048/187235.67e-033.47e-0212
GO:190495116EndometriumEECpositive regulation of establishment of protein localization74/2168319/187232.90e-092.10e-0774
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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
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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
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
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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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