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: GPSM3

Gene summary for GPSM3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

GPSM3

Gene ID

63940

Gene nameG protein signaling modulator 3
Gene AliasAGS4
Cytomap6p21.32
Gene Typeprotein-coding
GO ID

GO:0001816

UniProtAcc

A0A024RCP6


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
63940GPSM3LZE4THumanEsophagusESCC3.18e-052.35e-010.0811
63940GPSM3LZE7THumanEsophagusESCC2.56e-052.67e-010.0667
63940GPSM3LZE22D1HumanEsophagusHGIN8.03e-042.39e-010.0595
63940GPSM3LZE24THumanEsophagusESCC3.17e-062.09e-010.0596
63940GPSM3LZE6THumanEsophagusESCC2.36e-176.68e-010.0845
63940GPSM3P2T-EHumanEsophagusESCC3.97e-041.14e-010.1177
63940GPSM3P32T-EHumanEsophagusESCC8.40e-049.45e-020.1666
63940GPSM3P37T-EHumanEsophagusESCC3.53e-039.15e-020.1371
63940GPSM3P56T-EHumanEsophagusESCC1.10e-034.76e-010.1613
63940GPSM3P57T-EHumanEsophagusESCC2.03e-092.64e-010.0926
63940GPSM3P65T-EHumanEsophagusESCC5.29e-071.92e-010.0978
63940GPSM3P74T-EHumanEsophagusESCC1.42e-041.53e-010.1479
63940GPSM3P75T-EHumanEsophagusESCC2.05e-071.37e-010.1125
63940GPSM3P79T-EHumanEsophagusESCC3.58e-285.67e-010.1154
63940GPSM3P80T-EHumanEsophagusESCC7.90e-041.70e-010.155
63940GPSM3P89T-EHumanEsophagusESCC4.36e-042.81e-010.1752
63940GPSM3P128T-EHumanEsophagusESCC2.93e-102.74e-010.1241
63940GPSM3C04HumanOral cavityOSCC1.06e-033.56e-010.2633
63940GPSM3C21HumanOral cavityOSCC7.98e-511.53e+000.2678
63940GPSM3C30HumanOral cavityOSCC7.50e-085.17e-010.3055
Page: 1 2 

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
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:000181916EsophagusESCCpositive regulation of cytokine production244/8552467/187232.29e-031.01e-02244
GO:000268515EsophagusESCCregulation of leukocyte migration114/8552210/187237.26e-032.63e-02114
GO:000268714Oral cavityOSCCpositive regulation of leukocyte migration78/7305135/187237.43e-068.08e-0578
GO:000268510Oral cavityOSCCregulation of leukocyte migration108/7305210/187231.63e-041.13e-03108
GO:00321037Oral cavityOSCCpositive regulation of response to external stimulus203/7305427/187231.79e-041.22e-03203
GO:00509216Oral cavityOSCCpositive regulation of chemotaxis76/7305141/187232.30e-041.49e-0376
GO:005090010Oral cavityOSCCleukocyte migration176/7305369/187233.80e-042.31e-03176
GO:00026908Oral cavityOSCCpositive regulation of leukocyte chemotaxis53/730594/187234.71e-042.79e-0353
GO:000181910Oral cavityOSCCpositive regulation of cytokine production213/7305467/187231.93e-038.96e-03213
GO:00603269Oral cavityOSCCcell chemotaxis146/7305310/187232.13e-039.80e-03146
GO:00305959Oral cavityOSCCleukocyte chemotaxis110/7305230/187233.86e-031.58e-02110
GO:000268810Oral cavityOSCCregulation of leukocyte chemotaxis62/7305122/187235.22e-032.03e-0262
GO:00509204Oral cavityOSCCregulation of chemotaxis105/7305223/187238.27e-033.01e-02105
GO:00313495Oral cavityOSCCpositive regulation of defense response127/7305278/187231.32e-024.39e-02127
GO:003210314Oral cavityEOLPpositive regulation of response to external stimulus84/2218427/187231.72e-063.99e-0584
GO:005090014Oral cavityEOLPleukocyte migration74/2218369/187233.40e-067.35e-0574
GO:000181915Oral cavityEOLPpositive regulation of cytokine production87/2218467/187231.08e-051.92e-0487
GO:003059514Oral cavityEOLPleukocyte chemotaxis48/2218230/187236.07e-057.64e-0448
GO:006032614Oral cavityEOLPcell chemotaxis60/2218310/187238.04e-059.66e-0460
GO:003134912Oral cavityEOLPpositive regulation of defense response53/2218278/187233.00e-042.81e-0353
Page: 1 2 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa046219EsophagusHGINNOD-like receptor signaling pathway45/1383186/84653.40e-032.54e-022.02e-0245
hsa0462114EsophagusHGINNOD-like receptor signaling pathway45/1383186/84653.40e-032.54e-022.02e-0245
hsa0462122EsophagusESCCNOD-like receptor signaling pathway116/4205186/84652.90e-041.03e-035.30e-04116
hsa0462132EsophagusESCCNOD-like receptor signaling pathway116/4205186/84652.90e-041.03e-035.30e-04116
hsa046218Oral cavityOSCCNOD-like receptor signaling pathway108/3704186/84655.13e-052.07e-041.05e-04108
hsa0462113Oral cavityOSCCNOD-like receptor signaling pathway108/3704186/84655.13e-052.07e-041.05e-04108
hsa046214Oral cavityEOLPNOD-like receptor signaling pathway48/1218186/84652.51e-051.31e-047.70e-0548
hsa046215Oral cavityEOLPNOD-like receptor signaling pathway48/1218186/84652.51e-051.31e-047.70e-0548
Page: 1 

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
GPSM3SNVMissense_Mutationc.351G>Tp.Gln117Hisp.Q117HQ9Y4H4protein_codingdeleterious(0.04)possibly_damaging(0.855)TCGA-C8-A12Q-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownPD
GPSM3SNVMissense_Mutationnovelc.58N>Ap.Glu20Lysp.E20KQ9Y4H4protein_codingdeleterious_low_confidence(0.01)benign(0.062)TCGA-IR-A3LI-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
GPSM3SNVMissense_Mutationrs749245400c.137N>Ap.Arg46Hisp.R46HQ9Y4H4protein_codingtolerated_low_confidence(0.15)benign(0)TCGA-VS-A94Z-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
GPSM3SNVMissense_Mutationnovelc.474N>Gp.His158Glnp.H158QQ9Y4H4protein_codingdeleterious_low_confidence(0.01)benign(0.137)TCGA-AA-3947-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
GPSM3SNVMissense_Mutationc.70C>Tp.Pro24Serp.P24SQ9Y4H4protein_codingtolerated_low_confidence(0.05)benign(0.017)TCGA-AA-A02R-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
GPSM3SNVMissense_Mutationc.245C>Tp.Ala82Valp.A82VQ9Y4H4protein_codingdeleterious(0.04)possibly_damaging(0.479)TCGA-NH-A5IV-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
GPSM3SNVMissense_Mutationnovelc.101N>Ap.Arg34Glnp.R34QQ9Y4H4protein_codingdeleterious_low_confidence(0.05)probably_damaging(0.953)TCGA-WS-AB45-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
GPSM3insertionFrame_Shift_Insnovelc.262_263insCp.Gln88ProfsTer129p.Q88Pfs*129Q9Y4H4protein_codingTCGA-F4-6570-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
GPSM3SNVMissense_Mutationnovelc.49N>Tp.Pro17Serp.P17SQ9Y4H4protein_codingtolerated_low_confidence(0.82)benign(0)TCGA-DF-A2KN-01Endometriumuterine corpus endometrioid carcinomaFemaleUnknownI/IIUnknownUnknownSD
GPSM3deletionFrame_Shift_Delrs752813848c.396delGp.Gln133LysfsTer8p.Q133Kfs*8Q9Y4H4protein_codingTCGA-AJ-A2QO-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
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
Page: 1