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: GIGYF1

Gene summary for GIGYF1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

GIGYF1

Gene ID

64599

Gene nameGRB10 interacting GYF protein 1
Gene AliasGYF1
Cytomap7q22.1
Gene Typeprotein-coding
GO ID

GO:0007154

UniProtAcc

NA


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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
64599GIGYF1LZE4THumanEsophagusESCC4.31e-035.52e-020.0811
64599GIGYF1LZE7THumanEsophagusESCC9.10e-072.05e-010.0667
64599GIGYF1LZE20THumanEsophagusESCC1.54e-061.74e-010.0662
64599GIGYF1LZE22THumanEsophagusESCC1.07e-062.91e-010.068
64599GIGYF1LZE24THumanEsophagusESCC2.25e-122.08e-010.0596
64599GIGYF1LZE21THumanEsophagusESCC1.46e-021.62e-010.0655
64599GIGYF1P1T-EHumanEsophagusESCC1.72e-113.71e-010.0875
64599GIGYF1P2T-EHumanEsophagusESCC1.07e-274.00e-010.1177
64599GIGYF1P4T-EHumanEsophagusESCC5.97e-035.72e-020.1323
64599GIGYF1P5T-EHumanEsophagusESCC6.39e-034.25e-020.1327
64599GIGYF1P8T-EHumanEsophagusESCC6.64e-182.41e-010.0889
64599GIGYF1P9T-EHumanEsophagusESCC3.54e-086.36e-020.1131
64599GIGYF1P10T-EHumanEsophagusESCC1.02e-071.52e-010.116
64599GIGYF1P12T-EHumanEsophagusESCC1.85e-161.95e-010.1122
64599GIGYF1P15T-EHumanEsophagusESCC9.43e-182.66e-010.1149
64599GIGYF1P16T-EHumanEsophagusESCC2.16e-152.66e-010.1153
64599GIGYF1P17T-EHumanEsophagusESCC1.89e-102.40e-010.1278
64599GIGYF1P20T-EHumanEsophagusESCC5.68e-162.29e-010.1124
64599GIGYF1P21T-EHumanEsophagusESCC1.46e-121.39e-010.1617
64599GIGYF1P23T-EHumanEsophagusESCC8.84e-152.92e-010.108
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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
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:00480095ThyroidPTCinsulin-like growth factor receptor signaling pathway19/596837/187231.07e-024.29e-0219
GO:004800914ThyroidATCinsulin-like growth factor receptor signaling pathway20/629337/187238.24e-033.16e-0220
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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
GIGYF1SNVMissense_Mutationc.2653N>Ap.Glu885Lysp.E885KO75420protein_codingdeleterious(0)probably_damaging(0.985)TCGA-A8-A07B-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
GIGYF1SNVMissense_Mutationrs760618499c.667N>Ap.Gly223Serp.G223SO75420protein_codingtolerated(0.29)benign(0.027)TCGA-AC-A62X-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
GIGYF1SNVMissense_Mutationc.839N>Ap.Ala280Glup.A280EO75420protein_codingdeleterious(0.02)benign(0.062)TCGA-AN-A04A-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
GIGYF1SNVMissense_Mutationrs780767946c.1376G>Ap.Arg459Hisp.R459HO75420protein_codingdeleterious(0.02)possibly_damaging(0.853)TCGA-D8-A1J8-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapynolvadexSD
GIGYF1SNVMissense_Mutationc.814A>Gp.Ser272Glyp.S272GO75420protein_codingtolerated(0.42)benign(0)TCGA-D8-A1XK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicine+cyclophosphamideSD
GIGYF1SNVMissense_Mutationc.683N>Tp.Ser228Phep.S228FO75420protein_codingtolerated(0.73)benign(0.071)TCGA-EW-A1OY-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
GIGYF1deletionIn_Frame_Delnovelc.663_680delAGACGGCGACCGCTGGCGp.Asp222_Arg227delp.D222_R227delO75420protein_codingTCGA-B6-A409-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamidePD
GIGYF1insertionFrame_Shift_Insnovelc.2723_2744dupAGATGCTGCACACGCTGAGCGCp.Thr916AspfsTer28p.T916Dfs*28O75420protein_codingTCGA-EW-A1P8-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyfluorouracilPD
GIGYF1SNVMissense_Mutationrs776762700c.596G>Ap.Arg199Hisp.R199HO75420protein_codingdeleterious(0)probably_damaging(0.991)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
GIGYF1SNVMissense_Mutationc.415G>Ap.Glu139Lysp.E139KO75420protein_codingdeleterious(0.01)possibly_damaging(0.622)TCGA-C5-A1MK-01Cervixcervical & endocervical cancerFemale>=65III/IVChemotherapycarboplatinPD
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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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