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: CCL25

Gene summary for CCL25

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CCL25

Gene ID

6370

Gene nameC-C motif chemokine ligand 25
Gene AliasCk beta-15
Cytomap19p13.2
Gene Typeprotein-coding
GO ID

GO:0000165

UniProtAcc

O15444


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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
6370CCL25Pat01-BHumanStomachGC2.03e-184.61e-010.5754
6370CCL25Pat03-BHumanStomachGC7.83e-163.83e-010.3693
6370CCL25Pat17-BHumanStomachGC1.87e-041.89e-010.3109
6370CCL25SIM_1HumanStomachSIM3.11e-144.80e-010.3573
6370CCL25SIM_4HumanStomachSIM4.19e-062.99e-010.2664
6370CCL25EGCHumanStomachGC3.97e-042.06e-010.1683
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
∗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:00457856StomachGCpositive regulation of cell adhesion56/1159437/187231.79e-071.02e-0556
GO:00224076StomachGCregulation of cell-cell adhesion55/1159448/187239.21e-074.39e-0555
GO:0071356StomachGCcellular response to tumor necrosis factor34/1159229/187231.85e-068.24e-0534
GO:0034612StomachGCresponse to tumor necrosis factor35/1159253/187236.68e-062.54e-0435
GO:0071621StomachGCgranulocyte chemotaxis22/1159125/187237.88e-062.80e-0422
GO:0007159StomachGCleukocyte cell-cell adhesion45/1159371/187231.21e-053.99e-0445
GO:0030595StomachGCleukocyte chemotaxis32/1159230/187231.45e-054.68e-0432
GO:0050900StomachGCleukocyte migration44/1159369/187232.30e-056.81e-0444
GO:0097530StomachGCgranulocyte migration23/1159148/187233.99e-051.00e-0323
GO:1903037StomachGCregulation of leukocyte cell-cell adhesion40/1159336/187235.53e-051.30e-0340
GO:0030593StomachGCneutrophil chemotaxis18/1159103/187235.67e-051.31e-0318
GO:0097529StomachGCmyeloid leukocyte migration29/1159220/187239.69e-051.97e-0329
GO:0002685StomachGCregulation of leukocyte migration28/1159210/187231.04e-042.05e-0328
GO:0002683StomachGCnegative regulation of immune system process47/1159434/187231.36e-042.52e-0347
GO:1990266StomachGCneutrophil migration19/1159122/187231.77e-043.08e-0319
GO:00108106StomachGCregulation of cell-substrate adhesion28/1159221/187232.49e-044.17e-0328
GO:00315895StomachGCcell-substrate adhesion40/1159363/187232.91e-044.68e-0340
GO:0060326StomachGCcell chemotaxis35/1159310/187234.34e-046.46e-0335
GO:00108116StomachGCpositive regulation of cell-substrate adhesion18/1159123/187235.62e-047.81e-0318
GO:0071674StomachGCmononuclear cell migration24/1159196/187231.08e-031.27e-0224
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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
CCL25SNVMissense_Mutationc.334N>Tp.His112Tyrp.H112YO15444protein_codingtolerated(1)benign(0.094)TCGA-A2-A0CL-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycytoxanSD
CCL25SNVMissense_Mutationnovelc.345N>Tp.Lys115Asnp.K115NO15444protein_codingtolerated(0.22)benign(0.036)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CCL25SNVMissense_Mutationnovelc.422N>Tp.Ser141Phep.S141FO15444protein_codingdeleterious(0)possibly_damaging(0.588)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
CCL25SNVMissense_Mutationnovelc.290T>Gp.Phe97Cysp.F97CO15444protein_codingtolerated(0.18)benign(0.001)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
CCL25SNVMissense_Mutationnovelc.292N>Ap.Ala98Thrp.A98TO15444protein_codingtolerated(0.52)benign(0.027)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
CCL25SNVMissense_Mutationnovelc.418N>Ap.Val140Ilep.V140IO15444protein_codingdeleterious(0.02)benign(0)TCGA-AJ-A3OJ-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapycarboplatinCR
CCL25SNVMissense_Mutationnovelc.227N>Ap.Gly76Glup.G76EO15444protein_codingdeleterious(0.01)probably_damaging(0.977)TCGA-AP-A051-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
CCL25SNVMissense_Mutationrs750634500c.136N>Ap.Ala46Thrp.A46TO15444protein_codingtolerated(0.11)benign(0.239)TCGA-AP-A1DV-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
CCL25SNVMissense_Mutationc.325N>Tp.Ala109Serp.A109SO15444protein_codingtolerated(0.78)benign(0)TCGA-B5-A0JY-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapydoxorubicinSD
CCL25SNVMissense_Mutationc.254G>Tp.Arg85Ilep.R85IO15444protein_codingtolerated(0.23)benign(0.006)TCGA-BK-A6W3-01Endometriumuterine corpus endometrioid carcinomaFemale<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
6370CCL25HORMONE ACTIVITY, DRUGGABLE GENOMETNF-ALPHA15492285
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