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: AGR3

Gene summary for AGR3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

AGR3

Gene ID

155465

Gene nameanterior gradient 3, protein disulphide isomerase family member
Gene AliasAG-3
Cytomap7p21.1
Gene Typeprotein-coding
GO ID

GO:0008150

UniProtAcc

Q8TD06


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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
155465AGR3GSM4909285HumanBreastIDC3.32e-03-1.99e-010.21
155465AGR3GSM4909293HumanBreastIDC2.04e-173.58e-010.1581
155465AGR3GSM4909296HumanBreastIDC2.45e-146.32e-010.1524
155465AGR3GSM4909297HumanBreastIDC4.94e-359.25e-010.1517
155465AGR3GSM4909298HumanBreastIDC2.10e-082.60e-010.1551
155465AGR3GSM4909299HumanBreastIDC8.27e-032.61e-010.035
155465AGR3GSM4909301HumanBreastIDC2.29e-1241.61e+000.1577
155465AGR3GSM4909302HumanBreastIDC1.30e-154.98e-010.1545
155465AGR3GSM4909303HumanBreastIDC2.40e-022.61e-010.0438
155465AGR3GSM4909304HumanBreastIDC5.28e-255.19e-010.1636
155465AGR3GSM4909306HumanBreastIDC8.03e-559.45e-010.1564
155465AGR3GSM4909307HumanBreastIDC4.74e-571.08e+000.1569
155465AGR3GSM4909308HumanBreastIDC4.25e-1261.66e+000.158
155465AGR3GSM4909311HumanBreastIDC5.56e-032.45e-010.1534
155465AGR3GSM4909312HumanBreastIDC8.64e-328.58e-010.1552
155465AGR3GSM4909313HumanBreastIDC5.37e-043.38e-010.0391
155465AGR3GSM4909319HumanBreastIDC2.63e-082.36e-010.1563
155465AGR3GSM4909321HumanBreastIDC1.17e-063.93e-010.1559
155465AGR3brca1HumanBreastPrecancer1.48e-02-2.02e-01-0.0338
155465AGR3M1HumanBreastIDC1.33e-389.96e-010.1577
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
BreastThe 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.IDC: Invasive ductal carcinoma
DCIS: Ductal carcinoma in situ
Precancer(BRCA1-mut): Precancerous lesion from BRCA1 mutation carriers
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid Cancer
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
GCThe 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.CAG: Chronic atrophic gastritis
CAG with IM: Chronic atrophic gastritis with intestinal metaplasia
CSG: Chronic superficial gastritis
GC: Gastric cancer
SIM: Severe intestinal metaplasia
WIM: Wild intestinal metaplasia
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
∗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
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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
AGR3SNVMissense_Mutationnovelc.386G>Cp.Arg129Thrp.R129TQ8TD06protein_codingdeleterious(0)probably_damaging(0.99)TCGA-C5-A2LZ-01Cervixcervical & endocervical cancerFemale>=65III/IVUnknownUnknownPD
AGR3SNVMissense_Mutationnovelc.321N>Tp.Lys107Asnp.K107NQ8TD06protein_codingdeleterious(0.02)probably_damaging(0.996)TCGA-EI-6917-01Colorectumrectum adenocarcinomaMale<65III/IVChemotherapy5fluorouracil+oxaciplatina+l-folinianSD
AGR3SNVMissense_Mutationnovelc.74N>Cp.Lys25Thrp.K25TQ8TD06protein_codingtolerated(0.15)benign(0.023)TCGA-EI-6917-01Colorectumrectum adenocarcinomaMale<65III/IVChemotherapy5fluorouracil+oxaciplatina+l-folinianSD
AGR3SNVMissense_Mutationnovelc.481N>Ap.Leu161Ilep.L161IQ8TD06protein_codingdeleterious(0.01)probably_damaging(0.964)TCGA-AJ-A3EK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapycarboplatinCR
AGR3SNVMissense_Mutationnovelc.404N>Tp.Arg135Ilep.R135IQ8TD06protein_codingdeleterious(0.01)benign(0)TCGA-AP-A1DV-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
AGR3SNVMissense_Mutationnovelc.276G>Tp.Gln92Hisp.Q92HQ8TD06protein_codingtolerated(0.76)benign(0.015)TCGA-AX-A2HC-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapypaclitaxelPD
AGR3SNVMissense_Mutationnovelc.332N>Ap.Pro111Hisp.P111HQ8TD06protein_codingdeleterious(0.01)probably_damaging(0.999)TCGA-B5-A1MX-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIHormone TherapymegaceSD
AGR3SNVMissense_Mutationnovelc.404N>Cp.Arg135Thrp.R135TQ8TD06protein_codingdeleterious(0.02)benign(0.029)TCGA-DD-AADK-01Liverliver hepatocellular carcinomaFemale>=65I/IIUnknownUnknownSD
AGR3SNVMissense_Mutationc.420N>Tp.Leu140Phep.L140FQ8TD06protein_codingtolerated(0.08)possibly_damaging(0.816)TCGA-35-4123-01Lunglung adenocarcinomaMale<65I/IIUnknownUnknownSD
AGR3SNVMissense_Mutationnovelc.140N>Gp.Thr47Serp.T47SQ8TD06protein_codingtolerated(0.16)probably_damaging(0.97)TCGA-58-8387-01Lunglung squamous cell carcinomaMale<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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