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: CXCL13

Gene summary for CXCL13

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CXCL13

Gene ID

10563

Gene nameC-X-C motif chemokine ligand 13
Gene AliasANGIE
Cytomap4q21.1
Gene Typeprotein-coding
GO ID

GO:0001525

UniProtAcc

O43927


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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
10563CXCL13GSM4909281HumanBreastIDC1.65e-06-4.39e-010.21
10563CXCL13GSM4909282HumanBreastIDC8.04e-10-4.71e-01-0.0288
10563CXCL13GSM4909285HumanBreastIDC1.12e-08-4.53e-010.21
10563CXCL13GSM4909286HumanBreastIDC3.52e-11-4.71e-010.1081
10563CXCL13GSM4909287HumanBreastIDC3.91e-02-3.87e-010.2057
10563CXCL13GSM4909291HumanBreastIDC1.25e-03-4.71e-010.1753
10563CXCL13GSM4909293HumanBreastIDC3.65e-03-2.90e-010.1581
10563CXCL13GSM4909294HumanBreastIDC8.37e-04-3.83e-010.2022
10563CXCL13GSM4909296HumanBreastIDC2.44e-087.25e-010.1524
10563CXCL13GSM4909298HumanBreastIDC4.45e-06-4.42e-010.1551
10563CXCL13GSM4909299HumanBreastIDC3.52e-11-4.67e-010.035
10563CXCL13GSM4909301HumanBreastIDC7.71e-11-4.71e-010.1577
10563CXCL13GSM4909302HumanBreastIDC1.95e-411.10e+000.1545
10563CXCL13GSM4909304HumanBreastIDC9.41e-1211.74e+000.1636
10563CXCL13GSM4909305HumanBreastIDC3.46e-03-4.65e-010.0436
10563CXCL13GSM4909306HumanBreastIDC2.83e-08-4.67e-010.1564
10563CXCL13GSM4909307HumanBreastIDC3.52e-11-4.71e-010.1569
10563CXCL13GSM4909308HumanBreastIDC1.54e-06-4.71e-010.158
10563CXCL13GSM4909311HumanBreastIDC3.52e-11-4.71e-010.1534
10563CXCL13GSM4909312HumanBreastIDC7.71e-11-4.71e-010.1552
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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
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
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
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:00975297BreastPrecancermyeloid leukocyte migration34/1080220/187231.42e-077.82e-0634
GO:00509006BreastPrecancerleukocyte migration47/1080369/187232.82e-071.39e-0547
GO:00305956BreastPrecancerleukocyte chemotaxis34/1080230/187234.16e-071.89e-0534
GO:00457859BreastPrecancerpositive regulation of cell adhesion52/1080437/187235.74e-072.49e-0552
GO:00603266BreastPrecancercell chemotaxis41/1080310/187235.99e-072.55e-0541
GO:00716217BreastPrecancergranulocyte chemotaxis23/1080125/187236.73e-072.77e-0523
GO:00432549BreastPrecancerregulation of protein-containing complex assembly50/1080428/187231.63e-065.97e-0550
GO:00313349BreastPrecancerpositive regulation of protein-containing complex assembly33/1080237/187232.39e-068.21e-0533
GO:00975307BreastPrecancergranulocyte migration24/1080148/187234.04e-061.26e-0424
GO:00305937BreastPrecancerneutrophil chemotaxis19/1080103/187235.94e-061.71e-0419
GO:00022378BreastPrecancerresponse to molecule of bacterial origin43/1080363/187236.05e-061.72e-0443
GO:00324968BreastPrecancerresponse to lipopolysaccharide41/1080343/187237.94e-062.17e-0441
GO:19902665BreastPrecancerneutrophil migration20/1080122/187232.13e-054.99e-0420
GO:00321034BreastPrecancerpositive regulation of response to external stimulus46/1080427/187233.41e-057.40e-0446
GO:00106319BreastPrecancerepithelial cell migration40/1080357/187234.57e-059.71e-0440
GO:00901329BreastPrecancerepithelium migration40/1080360/187235.51e-051.14e-0340
GO:00197307BreastPrecancerantimicrobial humoral response19/1080122/187237.02e-051.40e-0319
GO:00435426BreastPrecancerendothelial cell migration33/1080279/187237.28e-051.44e-0333
GO:00901309BreastPrecancertissue migration40/1080365/187237.48e-051.47e-0340
GO:00026856BreastPrecancerregulation of leukocyte migration27/1080210/187237.93e-051.54e-0327
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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
CXCL13ACKR1CXCL13_ACKR1CXCLBreastDCIS
CXCL13CXCR3CXCL13_CXCR3CXCLBreastDCIS
CXCL13ACKR1CXCL13_ACKR1CXCLBreastIDC
CXCL13CXCR3CXCL13_CXCR3CXCLBreastIDC
CXCL13ACKR1CXCL13_ACKR1CXCLCervixADJ
CXCL13CXCR3CXCL13_CXCR3CXCLCervixADJ
CXCL13CXCR5CXCL13_CXCR5CXCLCervixADJ
CXCL13ACKR1CXCL13_ACKR1CXCLCervixCC
CXCL13CXCR3CXCL13_CXCR3CXCLCervixCC
CXCL13ACKR1CXCL13_ACKR1CXCLCRCMSI-H
CXCL13ACKR1CXCL13_ACKR1CXCLCRCMSS
CXCL13ACKR1CXCL13_ACKR1CXCLEndometriumAEH
CXCL13CXCR3CXCL13_CXCR3CXCLEndometriumAEH
CXCL13CXCR5CXCL13_CXCR5CXCLEndometriumAEH
CXCL13ACKR1CXCL13_ACKR1CXCLEndometriumEEC
CXCL13ACKR1CXCL13_ACKR1CXCLEsophagusESCC
CXCL13CXCR5CXCL13_CXCR5CXCLEsophagusESCC
CXCL13ACKR1CXCL13_ACKR1CXCLHNSCCHealthy
CXCL13CXCR3CXCL13_CXCR3CXCLHNSCCHealthy
CXCL13ACKR1CXCL13_ACKR1CXCLHNSCCPrecancer
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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
CXCL13SNVMissense_Mutationrs746262587c.14N>Tp.Ser5Leup.S5LO43927protein_codingtolerated(0.27)benign(0)TCGA-AX-A05Z-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapyadriamycinSD
CXCL13SNVMissense_Mutationc.185G>Tp.Arg62Ilep.R62IO43927protein_codingtolerated(0.09)possibly_damaging(0.892)TCGA-D1-A17Q-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
CXCL13SNVMissense_Mutationc.185G>Tp.Arg62Ilep.R62IO43927protein_codingtolerated(0.09)possibly_damaging(0.892)TCGA-E6-A1LX-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
CXCL13SNVMissense_Mutationnovelc.194N>Cp.Ile65Thrp.I65TO43927protein_codingdeleterious(0)probably_damaging(0.978)TCGA-5R-AA1C-01Liverliver hepatocellular carcinomaMale<65I/IIUnknownUnknownSD
CXCL13SNVMissense_Mutationnovelc.109N>Ap.Gln37Lysp.Q37KO43927protein_codingtolerated(0.87)benign(0.066)TCGA-CR-7388-01Oral cavityhead & neck squamous cell carcinomaFemale>=65I/IIChemotherapycarboplatinPD
CXCL13SNVMissense_Mutationrs150188610c.166C>Ap.Arg56Serp.R56SO43927protein_codingtolerated(0.06)benign(0.236)TCGA-CV-7252-01Oral cavityhead & neck squamous cell carcinomaFemale<65I/IIUnknownUnknownPD
CXCL13SNVMissense_Mutationc.279A>Tp.Lys93Asnp.K93NO43927protein_codingtolerated(0.08)benign(0.293)TCGA-EM-A2CR-01Thyroidthyroid carcinomaFemale<65I/IIUnknownUnknownSD
CXCL13insertionFrame_Shift_Insnovelc.95_96insTATTTTCAAATp.Arg32SerfsTer39p.R32Sfs*39O43927protein_codingTCGA-FY-A4B0-01Thyroidthyroid carcinomaMale>=65I/IIHormone TherapysynthroidSD
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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
10563CXCL13DRUGGABLE GENOMErituximabRITUXIMAB26384320
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