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: GAS8

Gene summary for GAS8

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

GAS8

Gene ID

2622

Gene namegrowth arrest specific 8
Gene AliasCILD33
Cytomap16q24.3
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

A0A087WZT7


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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
2622GAS8LZE4THumanEsophagusESCC3.56e-061.14e-010.0811
2622GAS8LZE7THumanEsophagusESCC6.97e-032.09e-010.0667
2622GAS8LZE20THumanEsophagusESCC3.62e-028.40e-020.0662
2622GAS8LZE24THumanEsophagusESCC1.61e-092.53e-010.0596
2622GAS8P1T-EHumanEsophagusESCC2.40e-022.20e-010.0875
2622GAS8P2T-EHumanEsophagusESCC6.10e-202.05e-010.1177
2622GAS8P4T-EHumanEsophagusESCC3.67e-059.17e-020.1323
2622GAS8P5T-EHumanEsophagusESCC5.09e-191.85e-010.1327
2622GAS8P8T-EHumanEsophagusESCC1.76e-161.80e-010.0889
2622GAS8P9T-EHumanEsophagusESCC8.65e-068.42e-020.1131
2622GAS8P10T-EHumanEsophagusESCC2.31e-117.42e-020.116
2622GAS8P11T-EHumanEsophagusESCC2.97e-103.05e-010.1426
2622GAS8P12T-EHumanEsophagusESCC1.49e-201.28e-010.1122
2622GAS8P15T-EHumanEsophagusESCC4.28e-068.82e-020.1149
2622GAS8P16T-EHumanEsophagusESCC2.71e-111.79e-010.1153
2622GAS8P20T-EHumanEsophagusESCC4.33e-111.86e-010.1124
2622GAS8P21T-EHumanEsophagusESCC9.76e-212.87e-010.1617
2622GAS8P22T-EHumanEsophagusESCC2.57e-201.87e-010.1236
2622GAS8P23T-EHumanEsophagusESCC1.12e-183.80e-010.108
2622GAS8P24T-EHumanEsophagusESCC6.10e-171.14e-010.1287
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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
∗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:0051098111EsophagusESCCregulation of binding251/8552363/187236.73e-208.46e-18251
GO:1903829111EsophagusESCCpositive regulation of cellular protein localization199/8552276/187232.99e-193.45e-17199
GO:004339320EsophagusESCCregulation of protein binding135/8552196/187233.69e-111.22e-09135
GO:190382912LiverCirrhoticpositive regulation of cellular protein localization123/4634276/187234.06e-133.22e-11123
GO:005109812LiverCirrhoticregulation of binding148/4634363/187239.14e-125.97e-10148
GO:004339312LiverCirrhoticregulation of protein binding83/4634196/187234.44e-081.42e-0683
GO:190382922LiverHCCpositive regulation of cellular protein localization199/7958276/187231.15e-232.62e-21199
GO:005109822LiverHCCregulation of binding225/7958363/187233.78e-142.37e-12225
GO:004339322LiverHCCregulation of protein binding129/7958196/187233.27e-111.26e-09129
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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
GAS8SNVMissense_Mutationc.247N>Ap.Glu83Lysp.E83KO95995protein_codingdeleterious(0)possibly_damaging(0.878)TCGA-BH-A0EE-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydocetaxelSD
GAS8insertionFrame_Shift_Insnovelc.634_635insCTp.Glu212AlafsTer12p.E212Afs*12O95995protein_codingTCGA-A7-A0D9-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereSD
GAS8insertionNonsense_Mutationnovelc.635_636insAAATCAGTAGTTATCAGCAGGTGGTAGCTATTCAGTGCCGTp.Glu213AsnfsTer3p.E213Nfs*3O95995protein_codingTCGA-A7-A0D9-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereSD
GAS8insertionFrame_Shift_Insnovelc.603_604insAGp.Leu202SerfsTer22p.L202Sfs*22O95995protein_codingTCGA-BH-A0B8-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyarimidexSD
GAS8insertionIn_Frame_Insnovelc.605_606insATCAGCAGGTGGTAGCTATTCAGTGCCGTGp.Leu202_Arg203insSerAlaGlyGlySerTyrSerValProTrpp.L202_R203insSAGGSYSVPWO95995protein_codingTCGA-BH-A0B8-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyarimidexSD
GAS8deletionFrame_Shift_Delnovelc.1178delAp.Asn393ThrfsTer7p.N393Tfs*7O95995protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
GAS8SNVMissense_Mutationrs138136933c.674G>Ap.Arg225Hisp.R225HO95995protein_codingtolerated(0.24)benign(0.42)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
GAS8SNVMissense_Mutationc.226N>Ap.Glu76Lysp.E76KO95995protein_codingtolerated(0.07)benign(0.432)TCGA-HM-A4S6-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycisplatinCR
GAS8SNVMissense_Mutationrs374824417c.860N>Ap.Arg287Glnp.R287QO95995protein_codingtolerated(0.89)benign(0.007)TCGA-A6-2686-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
GAS8SNVMissense_Mutationnovelc.472G>Ap.Val158Metp.V158MO95995protein_codingtolerated(0.13)benign(0.03)TCGA-AA-3845-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
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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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