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: CXCL14

Gene summary for CXCL14

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CXCL14

Gene ID

9547

Gene nameC-X-C motif chemokine ligand 14
Gene AliasBMAC
Cytomap5q31.1
Gene Typeprotein-coding
GO ID

GO:0002376

UniProtAcc

O95715


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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
9547CXCL14GSM4909285HumanBreastIDC9.67e-388.84e-010.21
9547CXCL14GSM4909297HumanBreastIDC5.01e-781.60e+000.1517
9547CXCL14GSM4909301HumanBreastIDC3.05e-531.24e+000.1577
9547CXCL14GSM4909303HumanBreastIDC4.09e-024.92e-010.0438
9547CXCL14GSM4909306HumanBreastIDC2.73e-861.61e+000.1564
9547CXCL14GSM4909307HumanBreastIDC2.83e-931.68e+000.1569
9547CXCL14GSM4909308HumanBreastIDC1.16e-1391.94e+000.158
9547CXCL14GSM4909311HumanBreastIDC3.08e-167.87e-010.1534
9547CXCL14GSM4909312HumanBreastIDC1.38e-681.46e+000.1552
9547CXCL14GSM4909320HumanBreastIDC6.54e-581.73e+000.1575
9547CXCL14M5HumanBreastIDC3.97e-491.97e+000.1598
9547CXCL14CA_HPV_1HumanCervixCC1.23e-14-6.19e-010.0264
9547CXCL14CA_HPV_2HumanCervixCC3.04e-04-5.16e-010.0391
9547CXCL14CA_HPV_3HumanCervixCC1.90e-361.20e+000.0414
9547CXCL14HSIL_HPV_2HumanCervixHSIL_HPV3.54e-03-4.39e-010.0208
9547CXCL14N_HPV_2HumanCervixN_HPV1.67e-034.18e-01-0.0131
9547CXCL14CCI_1HumanCervixCC2.41e-04-6.26e-010.528
9547CXCL14CCI_2HumanCervixCC7.57e-04-6.26e-010.5249
9547CXCL14CCI_3HumanCervixCC7.99e-03-5.34e-010.516
9547CXCL14CCII_1HumanCervixCC1.97e-09-6.26e-010.3249
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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
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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
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:006032611BreastIDCcell chemotaxis46/1434310/187231.13e-053.08e-0446
GO:001973011BreastIDCantimicrobial humoral response23/1434122/187234.67e-051.04e-0323
GO:006184411BreastIDCantimicrobial humoral immune response mediated by antimicrobial peptide16/143479/187232.75e-044.24e-0316
GO:00069596BreastIDChumoral immune response40/1434317/187231.25e-031.33e-0240
GO:00603267CervixCCcell chemotaxis73/2311310/187232.82e-081.96e-0673
GO:00197308CervixCCantimicrobial humoral response27/2311122/187231.70e-031.29e-0227
GO:00618447CervixCCantimicrobial humoral immune response mediated by antimicrobial peptide18/231179/187236.82e-033.74e-0218
GO:00069597CervixCChumoral immune response54/2311317/187238.57e-034.42e-0254
GO:000695912CervixHSIL_HPVhumoral immune response39/737317/187232.88e-107.02e-0839
GO:006032612CervixHSIL_HPVcell chemotaxis36/737310/187236.69e-098.80e-0736
GO:001973012CervixHSIL_HPVantimicrobial humoral response18/737122/187231.35e-066.21e-0518
GO:006184412CervixHSIL_HPVantimicrobial humoral immune response mediated by antimicrobial peptide11/73779/187232.57e-044.44e-0311
GO:000695921CervixN_HPVhumoral immune response31/534317/187232.53e-097.88e-0731
GO:006032622CervixN_HPVcell chemotaxis27/534310/187232.95e-072.13e-0527
GO:001973022CervixN_HPVantimicrobial humoral response16/534122/187233.88e-072.60e-0516
GO:006184422CervixN_HPVantimicrobial humoral immune response mediated by antimicrobial peptide9/53479/187234.08e-045.77e-039
GO:00603269Oral cavityOSCCcell chemotaxis146/7305310/187232.13e-039.80e-03146
GO:006032614Oral cavityEOLPcell chemotaxis60/2218310/187238.04e-059.66e-0460
GO:006032623Oral cavityNEOLPcell chemotaxis55/2005310/187231.18e-041.40e-0355
GO:006032610SkinAKcell chemotaxis53/1910310/187231.20e-041.50e-0353
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa04062CervixCCChemokine signaling pathway43/1267192/84653.60e-031.34e-027.91e-0343
hsa040621CervixCCChemokine signaling pathway43/1267192/84653.60e-031.34e-027.91e-0343
hsa040622Oral cavityEOLPChemokine signaling pathway42/1218192/84653.02e-039.66e-035.70e-0342
hsa0406211Oral cavityEOLPChemokine signaling pathway42/1218192/84653.02e-039.66e-035.70e-0342
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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
CXCL14SNVMissense_Mutationnovelc.241C>Gp.Gln81Glup.Q81EO95715protein_codingdeleterious(0.01)possibly_damaging(0.729)TCGA-C5-A902-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
CXCL14SNVMissense_Mutationrs774689516c.328G>Ap.Glu110Lysp.E110KO95715protein_codingdeleterious_low_confidence(0)probably_damaging(0.959)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
CXCL14SNVMissense_Mutationnovelc.263N>Gp.Lys88Argp.K88RO95715protein_codingtolerated(0.11)possibly_damaging(0.448)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
CXCL14SNVMissense_Mutationc.139N>Tp.Arg47Cysp.R47CO95715protein_codingdeleterious(0)benign(0.017)TCGA-AX-A1CE-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnspecificPaclitaxelSD
CXCL14SNVMissense_Mutationnovelc.185N>Gp.His62Argp.H62RO95715protein_codingtolerated(0.08)possibly_damaging(0.815)TCGA-BG-A0VW-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
CXCL14SNVMissense_Mutationnovelc.130N>Tp.Pro44Serp.P44SO95715protein_codingdeleterious(0.02)probably_damaging(0.999)TCGA-DD-AADM-01Liverliver hepatocellular carcinomaMale<65I/IIUnknownUnknownSD
CXCL14SNVMissense_Mutationc.91N>Tp.Arg31Cysp.R31CO95715protein_codingdeleterious_low_confidence(0.05)possibly_damaging(0.465)TCGA-MI-A75I-01Liverliver hepatocellular carcinomaMale<65I/IIUnknownUnknownPD
CXCL14SNVMissense_Mutationnovelc.163N>Cp.Glu55Glnp.E55QO95715protein_codingdeleterious(0.01)probably_damaging(0.998)TCGA-55-6987-01Lunglung adenocarcinomaMale>=65I/IIUnknownUnknownSD
CXCL14SNVMissense_Mutationnovelc.230G>Tp.Arg77Metp.R77MO95715protein_codingdeleterious_low_confidence(0)probably_damaging(0.998)TCGA-56-8629-01Lunglung squamous cell carcinomaMale<65I/IIChemotherapycisplatinCR
CXCL14SNVMissense_Mutationnovelc.182C>Ap.Pro61Glnp.P61QO95715protein_codingdeleterious(0)probably_damaging(1)TCGA-CV-7090-01Oral cavityhead & neck squamous cell carcinomaMale<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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