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: EXOC3

Gene summary for EXOC3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

EXOC3

Gene ID

11336

Gene nameexocyst complex component 3
Gene AliasSEC6
Cytomap5p15.33
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

A0A024QYZ6


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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
11336EXOC3TumorHumanCervixCC1.93e-145.20e-010.1241
11336EXOC3sample3HumanCervixCC1.87e-285.13e-010.1387
11336EXOC3L1HumanCervixCC1.96e-085.37e-010.0802
11336EXOC3T3HumanCervixCC2.65e-124.67e-010.1389
11336EXOC3LZE4THumanEsophagusESCC7.33e-072.14e-010.0811
11336EXOC3LZE8THumanEsophagusESCC3.91e-072.82e-010.067
11336EXOC3LZE20THumanEsophagusESCC2.60e-052.57e-010.0662
11336EXOC3LZE22THumanEsophagusESCC6.13e-052.77e-010.068
11336EXOC3LZE24THumanEsophagusESCC1.94e-061.61e-010.0596
11336EXOC3LZE21THumanEsophagusESCC9.50e-042.59e-010.0655
11336EXOC3LZE6THumanEsophagusESCC2.94e-042.11e-010.0845
11336EXOC3P1T-EHumanEsophagusESCC8.47e-123.78e-010.0875
11336EXOC3P2T-EHumanEsophagusESCC1.79e-101.83e-010.1177
11336EXOC3P4T-EHumanEsophagusESCC5.48e-194.80e-010.1323
11336EXOC3P5T-EHumanEsophagusESCC2.90e-151.70e-010.1327
11336EXOC3P8T-EHumanEsophagusESCC8.80e-174.14e-010.0889
11336EXOC3P9T-EHumanEsophagusESCC4.73e-122.82e-010.1131
11336EXOC3P10T-EHumanEsophagusESCC9.40e-254.38e-010.116
11336EXOC3P11T-EHumanEsophagusESCC2.50e-072.50e-010.1426
11336EXOC3P12T-EHumanEsophagusESCC4.39e-182.44e-010.1122
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
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
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
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:00068873CervixCCexocytosis59/2311352/187238.74e-034.48e-0259
GO:003150314EsophagusESCCprotein-containing complex localization139/8552220/187231.14e-071.85e-06139
GO:00315031LiverHCCprotein-containing complex localization129/7958220/187239.38e-071.42e-05129
GO:0034629LiverHCCcellular protein-containing complex localization17/795822/187239.84e-045.70e-0317
GO:00315032LungIACprotein-containing complex localization42/2061220/187232.60e-044.32e-0342
GO:00315034Oral cavityOSCCprotein-containing complex localization123/7305220/187232.54e-074.00e-06123
GO:003150313Oral cavityLPprotein-containing complex localization82/4623220/187232.08e-053.44e-0482
GO:003150315SkincSCCprotein-containing complex localization95/4864220/187232.00e-085.82e-0795
GO:00315037ThyroidPTCprotein-containing complex localization107/5968220/187231.47e-072.82e-06107
GO:003150316ThyroidATCprotein-containing complex localization108/6293220/187231.33e-061.69e-05108
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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
EXOC3SNVMissense_Mutationnovelc.1861N>Cp.Glu621Glnp.E621QO60645protein_codingdeleterious(0.04)possibly_damaging(0.506)TCGA-5L-AAT1-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyletrozolSD
EXOC3SNVMissense_Mutationnovelc.1225N>Cp.Glu409Glnp.E409QO60645protein_codingtolerated(0.09)benign(0.255)TCGA-A2-A0YK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
EXOC3SNVMissense_Mutationnovelc.577A>Gp.Met193Valp.M193VO60645protein_codingtolerated(0.24)benign(0)TCGA-BH-A0DP-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyarimidexSD
EXOC3SNVMissense_Mutationc.757N>Cp.Glu253Glnp.E253QO60645protein_codingdeleterious(0.04)benign(0.092)TCGA-C8-A1HM-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydoxorubicinCR
EXOC3SNVMissense_Mutationrs543578098c.1913N>Ap.Arg638Hisp.R638HO60645protein_codingtolerated(0.34)benign(0.038)TCGA-D8-A1XT-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycin+cyclophosphamideSD
EXOC3insertionIn_Frame_Insnovelc.1122_1123insAGAGTTCCAAAGATAp.His374_Val375insArgValProLysIlep.H374_V375insRVPKIO60645protein_codingTCGA-B6-A0I6-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
EXOC3insertionNonsense_Mutationnovelc.1033_1034insTTCACCATCTTGGAGAGGACTGTGACCACCAGAATTGAGGGCp.Asn345delinsIleHisHisLeuGlyGluAspCysAspHisGlnAsnTerGlyHisp.N345delinsIHHLGEDCDHQN*GHO60645protein_codingTCGA-B6-A0I8-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
EXOC3SNVMissense_Mutationnovelc.264N>Cp.Gln88Hisp.Q88HO60645protein_codingdeleterious(0.03)possibly_damaging(0.827)TCGA-C5-A8XJ-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinSD
EXOC3SNVMissense_Mutationrs376575084c.16C>Tp.Arg6Trpp.R6WO60645protein_codingdeleterious(0)possibly_damaging(0.859)TCGA-FU-A5XV-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
EXOC3SNVMissense_Mutationc.1789N>Ap.Glu597Lysp.E597KO60645protein_codingtolerated(0.32)benign(0.104)TCGA-Q1-A73O-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
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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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