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: GOLGA5

Gene summary for GOLGA5

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

GOLGA5

Gene ID

9950

Gene namegolgin A5
Gene AliasGOLIM5
Cytomap14q32.12
Gene Typeprotein-coding
GO ID

GO:0000301

UniProtAcc

Q8TBA6


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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
9950GOLGA5LZE4THumanEsophagusESCC1.36e-063.57e-010.0811
9950GOLGA5LZE5THumanEsophagusESCC1.43e-023.40e-010.0514
9950GOLGA5LZE7THumanEsophagusESCC1.28e-022.18e-010.0667
9950GOLGA5LZE8THumanEsophagusESCC1.04e-032.06e-010.067
9950GOLGA5LZE20THumanEsophagusESCC1.08e-063.69e-010.0662
9950GOLGA5LZE22THumanEsophagusESCC2.55e-022.59e-010.068
9950GOLGA5LZE24THumanEsophagusESCC4.10e-205.33e-010.0596
9950GOLGA5LZE6THumanEsophagusESCC4.36e-072.62e-010.0845
9950GOLGA5P1T-EHumanEsophagusESCC1.88e-064.61e-010.0875
9950GOLGA5P2T-EHumanEsophagusESCC2.74e-253.50e-010.1177
9950GOLGA5P4T-EHumanEsophagusESCC4.89e-204.48e-010.1323
9950GOLGA5P5T-EHumanEsophagusESCC5.11e-192.99e-010.1327
9950GOLGA5P8T-EHumanEsophagusESCC8.39e-294.76e-010.0889
9950GOLGA5P9T-EHumanEsophagusESCC1.80e-122.53e-010.1131
9950GOLGA5P10T-EHumanEsophagusESCC3.36e-355.93e-010.116
9950GOLGA5P11T-EHumanEsophagusESCC1.38e-115.36e-010.1426
9950GOLGA5P12T-EHumanEsophagusESCC1.23e-376.15e-010.1122
9950GOLGA5P15T-EHumanEsophagusESCC5.77e-347.11e-010.1149
9950GOLGA5P16T-EHumanEsophagusESCC1.24e-233.87e-010.1153
9950GOLGA5P17T-EHumanEsophagusESCC8.48e-124.86e-010.1278
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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:004819318EsophagusESCCGolgi vesicle transport231/8552296/187231.82e-309.63e-28231
GO:00070308EsophagusESCCGolgi organization101/8552157/187231.78e-062.10e-05101
GO:00068914EsophagusESCCintra-Golgi vesicle-mediated transport26/855233/187231.06e-047.43e-0426
GO:004819321LiverHCCGolgi vesicle transport217/7958296/187232.58e-271.02e-24217
GO:00070302LiverHCCGolgi organization99/7958157/187231.54e-072.85e-0699
GO:0006891LiverHCCintra-Golgi vesicle-mediated transport22/795833/187234.38e-031.90e-0222
GO:004819315Oral cavityOSCCGolgi vesicle transport209/7305296/187231.39e-286.30e-26209
GO:00070307Oral cavityOSCCGolgi organization92/7305157/187234.96e-077.27e-0692
GO:00068913Oral cavityOSCCintra-Golgi vesicle-mediated transport23/730533/187233.47e-042.12e-0323
GO:004819316Oral cavityLPGolgi vesicle transport141/4623296/187236.11e-181.06e-15141
GO:000689111Oral cavityLPintra-Golgi vesicle-mediated transport16/462333/187232.59e-031.83e-0216
GO:0048193110SkincSCCGolgi vesicle transport153/4864296/187231.85e-213.41e-19153
GO:00070309SkincSCCGolgi organization64/4864157/187233.53e-053.83e-0464
GO:000689112SkincSCCintra-Golgi vesicle-mediated transport18/486433/187234.45e-043.42e-0318
GO:004819320ThyroidPTCGolgi vesicle transport186/5968296/187233.09e-281.22e-25186
GO:000703010ThyroidPTCGolgi organization79/5968157/187231.11e-061.64e-0579
GO:00068916ThyroidPTCintra-Golgi vesicle-mediated transport20/596833/187236.26e-043.96e-0320
GO:0048193111ThyroidATCGolgi vesicle transport189/6293296/187239.58e-275.05e-24189
GO:000703015ThyroidATCGolgi organization79/6293157/187231.07e-051.05e-0479
GO:000689113ThyroidATCintra-Golgi vesicle-mediated transport20/629333/187231.33e-036.96e-0320
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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
GOLGA5SNVMissense_Mutationnovelc.803N>Gp.Lys268Argp.K268RQ8TBA6protein_codingtolerated(0.35)benign(0.047)TCGA-A2-A0EY-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
GOLGA5SNVMissense_Mutationc.604G>Tp.Val202Leup.V202LQ8TBA6protein_codingtolerated(0.33)benign(0.003)TCGA-A8-A06Y-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyanastrozolePD
GOLGA5SNVMissense_Mutationc.1081N>Gp.Leu361Valp.L361VQ8TBA6protein_codingtolerated(0.09)benign(0.442)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
GOLGA5SNVMissense_Mutationc.804G>Cp.Lys268Asnp.K268NQ8TBA6protein_codingtolerated(0.13)benign(0.084)TCGA-B6-A0IJ-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
GOLGA5insertionFrame_Shift_Insnovelc.801_802insTTTTGTTCTTACTp.Lys268PhefsTer5p.K268Ffs*5Q8TBA6protein_codingTCGA-A2-A0EY-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
GOLGA5SNVMissense_Mutationc.667G>Ap.Glu223Lysp.E223KQ8TBA6protein_codingtolerated(0.58)benign(0.014)TCGA-DS-A1OC-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapygemcitabineSD
GOLGA5SNVMissense_Mutationc.389N>Tp.Ser130Leup.S130LQ8TBA6protein_codingdeleterious(0.01)possibly_damaging(0.844)TCGA-EA-A3HT-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
GOLGA5SNVMissense_Mutationrs762876362c.1189N>Ap.Glu397Lysp.E397KQ8TBA6protein_codingdeleterious(0)possibly_damaging(0.851)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
GOLGA5SNVMissense_Mutationc.982G>Ap.Glu328Lysp.E328KQ8TBA6protein_codingdeleterious(0)probably_damaging(0.989)TCGA-AA-3662-01Colorectumcolon adenocarcinomaFemale>=65III/IVChemotherapycapecitabinePR
GOLGA5SNVMissense_Mutationc.343A>Cp.Lys115Glnp.K115QQ8TBA6protein_codingdeleterious(0.01)probably_damaging(0.996)TCGA-AA-3851-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
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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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