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: GNA13

Gene summary for GNA13

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

GNA13

Gene ID

10672

Gene nameG protein subunit alpha 13
Gene AliasG13
Cytomap17q24.1
Gene Typeprotein-coding
GO ID

GO:0006873

UniProtAcc

Q14344


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
10672GNA13LZE4THumanEsophagusESCC6.24e-195.16e-010.0811
10672GNA13LZE7THumanEsophagusESCC7.26e-082.18e-010.0667
10672GNA13LZE20THumanEsophagusESCC1.16e-021.05e-020.0662
10672GNA13LZE24THumanEsophagusESCC3.73e-133.96e-010.0596
10672GNA13P1T-EHumanEsophagusESCC5.89e-035.74e-020.0875
10672GNA13P2T-EHumanEsophagusESCC8.01e-175.10e-020.1177
10672GNA13P4T-EHumanEsophagusESCC4.38e-118.30e-020.1323
10672GNA13P5T-EHumanEsophagusESCC8.07e-066.30e-020.1327
10672GNA13P8T-EHumanEsophagusESCC1.70e-202.58e-010.0889
10672GNA13P9T-EHumanEsophagusESCC5.10e-102.87e-010.1131
10672GNA13P10T-EHumanEsophagusESCC4.52e-191.79e-010.116
10672GNA13P12T-EHumanEsophagusESCC4.44e-132.35e-010.1122
10672GNA13P15T-EHumanEsophagusESCC1.08e-173.61e-010.1149
10672GNA13P16T-EHumanEsophagusESCC7.52e-07-5.12e-020.1153
10672GNA13P20T-EHumanEsophagusESCC7.51e-044.94e-020.1124
10672GNA13P21T-EHumanEsophagusESCC4.36e-139.81e-020.1617
10672GNA13P22T-EHumanEsophagusESCC9.90e-113.00e-010.1236
10672GNA13P23T-EHumanEsophagusESCC1.02e-224.55e-010.108
10672GNA13P24T-EHumanEsophagusESCC3.92e-027.10e-020.1287
10672GNA13P26T-EHumanEsophagusESCC3.20e-162.57e-010.1276
Page: 1 2 3 4 5 

check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
∗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:000726510EsophagusESCCRas protein signal transduction201/8552337/187231.44e-072.30e-06201
GO:000726610EsophagusESCCRho protein signal transduction81/8552137/187231.03e-035.20e-0381
GO:00486597EsophagusESCCsmooth muscle cell proliferation103/8552184/187233.08e-031.28e-02103
GO:00486607EsophagusESCCregulation of smooth muscle cell proliferation100/8552180/187234.76e-031.85e-02100
GO:00330025EsophagusESCCmuscle cell proliferation134/8552248/187234.80e-031.86e-02134
GO:005105610EsophagusESCCregulation of small GTPase mediated signal transduction157/8552302/187231.55e-024.98e-02157
GO:000726521LiverHCCRas protein signal transduction187/7958337/187238.89e-071.35e-05187
GO:000726621LiverHCCRho protein signal transduction76/7958137/187231.46e-037.75e-0376
GO:00072659Oral cavityOSCCRas protein signal transduction185/7305337/187231.95e-094.60e-08185
GO:00072669Oral cavityOSCCRho protein signal transduction76/7305137/187236.64e-055.37e-0476
GO:00486596Oral cavityOSCCsmooth muscle cell proliferation89/7305184/187235.95e-032.27e-0289
GO:00486606Oral cavityOSCCregulation of smooth muscle cell proliferation86/7305180/187231.00e-023.49e-0286
GO:00330024Oral cavityOSCCmuscle cell proliferation115/7305248/187231.05e-023.58e-02115
GO:000726522Oral cavityEOLPRas protein signal transduction74/2218337/187238.76e-083.09e-0674
GO:003300212Oral cavityEOLPmuscle cell proliferation56/2218248/187231.25e-063.00e-0556
GO:004865915Oral cavityEOLPsmooth muscle cell proliferation44/2218184/187233.47e-067.48e-0544
GO:004866015Oral cavityEOLPregulation of smooth muscle cell proliferation42/2218180/187231.10e-051.93e-0442
GO:00303366Oral cavityEOLPnegative regulation of cell migration64/2218344/187231.57e-041.67e-0364
GO:00512716Oral cavityEOLPnegative regulation of cellular component movement67/2218367/187231.97e-042.00e-0367
GO:20001466Oral cavityEOLPnegative regulation of cell motility65/2218359/187233.09e-042.89e-0365
Page: 1 2 3 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa05130211EsophagusESCCPathogenic Escherichia coli infection142/4205197/84658.21e-111.06e-095.42e-10142
hsa05163210EsophagusESCCHuman cytomegalovirus infection148/4205225/84655.73e-074.00e-062.05e-06148
hsa0407116EsophagusESCCSphingolipid signaling pathway85/4205121/84653.04e-061.73e-058.84e-0685
hsa0492816EsophagusESCCParathyroid hormone synthesis, secretion and action66/4205106/84655.86e-031.47e-027.51e-0366
hsa0481028EsophagusESCCRegulation of actin cytoskeleton133/4205229/84655.94e-031.48e-027.56e-03133
hsa05130310EsophagusESCCPathogenic Escherichia coli infection142/4205197/84658.21e-111.06e-095.42e-10142
hsa0516338EsophagusESCCHuman cytomegalovirus infection148/4205225/84655.73e-074.00e-062.05e-06148
hsa0407117EsophagusESCCSphingolipid signaling pathway85/4205121/84653.04e-061.73e-058.84e-0685
hsa0492817EsophagusESCCParathyroid hormone synthesis, secretion and action66/4205106/84655.86e-031.47e-027.51e-0366
hsa04810112EsophagusESCCRegulation of actin cytoskeleton133/4205229/84655.94e-031.48e-027.56e-03133
hsa0513042LiverHCCPathogenic Escherichia coli infection129/4020197/84652.02e-072.50e-061.39e-06129
hsa0481041LiverHCCRegulation of actin cytoskeleton134/4020229/84654.48e-041.94e-031.08e-03134
hsa0516322LiverHCCHuman cytomegalovirus infection131/4020225/84656.86e-042.77e-031.54e-03131
hsa040718LiverHCCSphingolipid signaling pathway72/4020121/84655.01e-031.47e-028.18e-0372
hsa046112LiverHCCPlatelet activation71/4020124/84651.77e-024.15e-022.31e-0271
hsa0513052LiverHCCPathogenic Escherichia coli infection129/4020197/84652.02e-072.50e-061.39e-06129
hsa0481051LiverHCCRegulation of actin cytoskeleton134/4020229/84654.48e-041.94e-031.08e-03134
hsa0516332LiverHCCHuman cytomegalovirus infection131/4020225/84656.86e-042.77e-031.54e-03131
hsa0407111LiverHCCSphingolipid signaling pathway72/4020121/84655.01e-031.47e-028.18e-0372
hsa0461111LiverHCCPlatelet activation71/4020124/84651.77e-024.15e-022.31e-0271
Page: 1 2 3 

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
GNA13SNVMissense_Mutationc.685G>Ap.Glu229Lysp.E229KQ14344protein_codingdeleterious(0)possibly_damaging(0.606)TCGA-D8-A27G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
GNA13SNVMissense_Mutationc.1050C>Gp.Ile350Metp.I350MQ14344protein_codingdeleterious(0.02)probably_damaging(0.994)TCGA-C5-A1MH-01Cervixcervical & endocervical cancerFemale>=65III/IVChemotherapycisplatinPD
GNA13SNVMissense_Mutationc.172N>Ap.Glu58Lysp.E58KQ14344protein_codingdeleterious(0)probably_damaging(0.995)TCGA-C5-A2LZ-01Cervixcervical & endocervical cancerFemale>=65III/IVUnknownUnknownPD
GNA13SNVMissense_Mutationrs200032909c.991N>Tp.Arg331Trpp.R331WQ14344protein_codingdeleterious(0.02)probably_damaging(0.998)TCGA-FU-A2QG-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
GNA13SNVMissense_Mutationrs754149325c.628N>Ap.Asp210Asnp.D210NQ14344protein_codingtolerated(0.31)benign(0.001)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
GNA13SNVMissense_Mutationc.126N>Tp.Lys42Asnp.K42NQ14344protein_codingdeleterious(0.01)probably_damaging(0.997)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
GNA13SNVMissense_Mutationnovelc.903N>Cp.Gln301Hisp.Q301HQ14344protein_codingtolerated(0.09)benign(0.269)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
GNA13SNVMissense_Mutationc.22N>Tp.Arg8Trpp.R8WQ14344protein_codingdeleterious_low_confidence(0)possibly_damaging(0.751)TCGA-DM-A28F-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownSD
GNA13SNVMissense_Mutationnovelc.961N>Tp.Asp321Tyrp.D321YQ14344protein_codingdeleterious(0.01)probably_damaging(1)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
GNA13SNVMissense_Mutationnovelc.1079N>Ap.Arg360Hisp.R360HQ14344protein_codingtolerated(0.15)probably_damaging(0.994)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
Page: 1 2 3 4 

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
10672GNA13CLINICALLY ACTIONABLE, TRANSCRIPTION FACTORoxaliplatinOXALIPLATIN24444404
Page: 1