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: G0S2

Gene summary for G0S2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

G0S2

Gene ID

50486

Gene nameG0/G1 switch 2
Gene AliasG0S2
Cytomap1q32.2
Gene Typeprotein-coding
GO ID

GO:0001659

UniProtAcc

P27469


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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
50486G0S2LZE24THumanEsophagusESCC1.45e-04-3.06e-010.0596
50486G0S2P2T-EHumanEsophagusESCC4.37e-05-2.81e-010.1177
50486G0S2P9T-EHumanEsophagusESCC4.52e-03-2.78e-010.1131
50486G0S2P15T-EHumanEsophagusESCC2.90e-02-2.25e-010.1149
50486G0S2P16T-EHumanEsophagusESCC4.74e-06-3.13e-010.1153
50486G0S2P22T-EHumanEsophagusESCC7.64e-05-3.21e-010.1236
50486G0S2P26T-EHumanEsophagusESCC7.90e-05-3.03e-010.1276
50486G0S2P28T-EHumanEsophagusESCC3.87e-03-2.83e-010.1149
50486G0S2P37T-EHumanEsophagusESCC3.36e-111.62e+000.1371
50486G0S2P39T-EHumanEsophagusESCC1.20e-02-3.09e-010.0894
50486G0S2P42T-EHumanEsophagusESCC1.81e-03-3.11e-010.1175
50486G0S2P61T-EHumanEsophagusESCC4.75e-05-3.05e-010.099
50486G0S2P75T-EHumanEsophagusESCC4.49e-021.45e+000.1125
50486G0S2P76T-EHumanEsophagusESCC3.51e-026.47e-010.1207
50486G0S2P80T-EHumanEsophagusESCC3.53e-02-2.93e-010.155
50486G0S2P89T-EHumanEsophagusESCC8.74e-034.35e+000.1752
50486G0S2P107T-EHumanEsophagusESCC1.05e-05-3.10e-010.171
50486G0S2P127T-EHumanEsophagusESCC3.60e-08-3.06e-010.0826
50486G0S2P130T-EHumanEsophagusESCC3.73e-051.85e+000.1676
50486G0S2HCC1_MengHumanLiverHCC5.60e-09-3.13e-010.0246
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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
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:2001233111EsophagusESCCregulation of apoptotic signaling pathway256/8552356/187234.11e-241.04e-21256
GO:0097191111EsophagusESCCextrinsic apoptotic signaling pathway159/8552219/187234.12e-162.94e-14159
GO:2001236111EsophagusESCCregulation of extrinsic apoptotic signaling pathway111/8552151/187232.97e-121.18e-10111
GO:2001235110EsophagusESCCpositive regulation of apoptotic signaling pathway92/8552126/187233.91e-101.05e-0892
GO:200123817EsophagusESCCpositive regulation of extrinsic apoptotic signaling pathway40/855248/187238.03e-081.39e-0640
GO:01201624EsophagusESCCpositive regulation of cold-induced thermogenesis57/855297/187236.43e-032.35e-0257
GO:01061066EsophagusESCCcold-induced thermogenesis80/8552144/187231.07e-023.65e-0280
GO:01201616EsophagusESCCregulation of cold-induced thermogenesis80/8552144/187231.07e-023.65e-0280
GO:200123312LiverCirrhoticregulation of apoptotic signaling pathway163/4634356/187232.62e-184.43e-16163
GO:009719112LiverCirrhoticextrinsic apoptotic signaling pathway97/4634219/187231.82e-109.11e-0997
GO:200123612LiverCirrhoticregulation of extrinsic apoptotic signaling pathway72/4634151/187237.80e-103.62e-0872
GO:200123512LiverCirrhoticpositive regulation of apoptotic signaling pathway60/4634126/187232.08e-087.47e-0760
GO:20012383LiverCirrhoticpositive regulation of extrinsic apoptotic signaling pathway27/463448/187233.07e-065.41e-0527
GO:200123322LiverHCCregulation of apoptotic signaling pathway226/7958356/187237.26e-165.68e-14226
GO:009719122LiverHCCextrinsic apoptotic signaling pathway143/7958219/187236.99e-122.97e-10143
GO:200123621LiverHCCregulation of extrinsic apoptotic signaling pathway98/7958151/187232.17e-085.08e-0798
GO:200123522LiverHCCpositive regulation of apoptotic signaling pathway79/7958126/187233.70e-064.82e-0579
GO:200123811LiverHCCpositive regulation of extrinsic apoptotic signaling pathway33/795848/187232.12e-041.63e-0333
GO:010610611LiverHCCcold-induced thermogenesis76/7958144/187238.07e-033.18e-0276
GO:012016111LiverHCCregulation of cold-induced thermogenesis76/7958144/187238.07e-033.18e-0276
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
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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
G0S2SNVMissense_Mutationnovelc.4G>Cp.Glu2Glnp.E2QP27469protein_codingdeleterious(0)probably_damaging(0.974)TCGA-EW-A6SA-01Breastbreast invasive carcinomaMale<65I/IIUnknownUnknownSD
G0S2SNVMissense_Mutationrs780530900c.89G>Ap.Gly30Aspp.G30DP27469protein_codingdeleterious(0)probably_damaging(1)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
G0S2SNVMissense_Mutationnovelc.194N>Gp.Glu65Glyp.E65GP27469protein_codingtolerated(0.13)benign(0.037)TCGA-AX-A2HJ-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
G0S2SNVMissense_Mutationnovelc.304G>Ap.Ala102Thrp.A102TP27469protein_codingdeleterious(0)probably_damaging(0.981)TCGA-85-8288-01Lunglung squamous cell carcinomaMale>=65I/IIUnknownUnknownSD
G0S2SNVMissense_Mutationrs753202670c.295C>Tp.Arg99Trpp.R99WP27469protein_codingdeleterious(0)probably_damaging(0.999)TCGA-CR-5248-01Oral cavityhead & neck squamous cell carcinomaMale<65I/IIChemotherapyoxaliplatinPD
G0S2SNVMissense_Mutationrs775447110c.241C>Ap.Gln81Lysp.Q81KP27469protein_codingtolerated(0.57)benign(0.015)TCGA-BR-6458-01Stomachstomach adenocarcinomaFemale<65I/IIChemotherapy5-fluorouracilPD
G0S2SNVMissense_Mutationnovelc.304N>Ap.Ala102Thrp.A102TP27469protein_codingdeleterious(0)probably_damaging(0.981)TCGA-HF-A5NB-01Stomachstomach adenocarcinomaFemale>=65III/IVChemotherapyfluorouracilSD
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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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