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: ADGRL2

Gene summary for ADGRL2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ADGRL2

Gene ID

23266

Gene nameadhesion G protein-coupled receptor L2
Gene AliasCIRL2
Cytomap1p31.1
Gene Typeprotein-coding
GO ID

GO:0007154

UniProtAcc

O95490


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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
23266ADGRL2CCI_1HumanCervixCC9.96e-101.76e+000.528
23266ADGRL2CCI_2HumanCervixCC4.34e-026.38e-010.5249
23266ADGRL2CCI_3HumanCervixCC1.43e-097.74e-010.516
23266ADGRL2AEH-subject1HumanEndometriumAEH3.79e-235.75e-01-0.3059
23266ADGRL2AEH-subject2HumanEndometriumAEH4.46e-104.29e-01-0.2525
23266ADGRL2AEH-subject3HumanEndometriumAEH2.43e-154.70e-01-0.2576
23266ADGRL2AEH-subject4HumanEndometriumAEH1.74e-155.51e-01-0.2657
23266ADGRL2AEH-subject5HumanEndometriumAEH2.97e-113.91e-01-0.2953
23266ADGRL2EEC-subject1HumanEndometriumEEC5.17e-062.78e-01-0.2682
23266ADGRL2EEC-subject2HumanEndometriumEEC3.17e-073.10e-01-0.2607
23266ADGRL2GSM6177620_NYU_UCEC1_lib3_lib3HumanEndometriumEEC3.55e-031.98e-01-0.1883
23266ADGRL2GSM6177621_NYU_UCEC2_lib1_lib1HumanEndometriumEEC1.27e-02-6.06e-02-0.1934
23266ADGRL2GSM6177622_NYU_UCEC3_lib1_lib1HumanEndometriumEEC4.26e-034.94e-02-0.1917
23266ADGRL2GSM6177622_NYU_UCEC3_lib2_lib2HumanEndometriumEEC6.75e-039.11e-02-0.1916
23266ADGRL2GSM6177623_NYU_UCEC3_VisHumanEndometriumEEC7.50e-103.75e-01-0.1269
23266ADGRL2P2T-EHumanEsophagusESCC3.86e-202.90e-010.1177
23266ADGRL2P5T-EHumanEsophagusESCC1.10e-025.29e-020.1327
23266ADGRL2P8T-EHumanEsophagusESCC3.52e-056.33e-020.0889
23266ADGRL2P10T-EHumanEsophagusESCC4.01e-091.77e-010.116
23266ADGRL2P22T-EHumanEsophagusESCC3.72e-02-8.69e-030.1236
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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
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
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
∗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:00343298CervixCCcell junction assembly88/2311420/187233.42e-071.38e-0588
GO:19018886CervixCCregulation of cell junction assembly42/2311204/187235.50e-045.29e-0342
GO:00519603CervixCCregulation of nervous system development77/2311443/187231.13e-039.30e-0377
GO:00519622CervixCCpositive regulation of nervous system development48/2311272/187236.60e-033.65e-0248
GO:00343299EndometriumAEHcell junction assembly78/2100420/187234.80e-061.24e-0478
GO:19018887EndometriumAEHregulation of cell junction assembly39/2100204/187235.94e-045.86e-0339
GO:00508086EndometriumAEHsynapse organization67/2100426/187232.67e-031.94e-0267
GO:003432914EndometriumEECcell junction assembly79/2168420/187238.37e-061.85e-0479
GO:190188812EndometriumEECregulation of cell junction assembly37/2168204/187233.70e-032.48e-0237
GO:005080812EndometriumEECsynapse organization68/2168426/187233.73e-032.49e-0268
GO:003432918EsophagusESCCcell junction assembly227/8552420/187233.06e-041.83e-03227
GO:00519606EsophagusESCCregulation of nervous system development237/8552443/187235.02e-042.78e-03237
GO:00519625EsophagusESCCpositive regulation of nervous system development149/8552272/187231.50e-037.06e-03149
GO:190188810EsophagusESCCregulation of cell junction assembly109/8552204/187231.53e-024.96e-02109
GO:00343296LiverNAFLDcell junction assembly66/1882420/187231.64e-043.00e-0366
GO:19018884LiverNAFLDregulation of cell junction assembly36/1882204/187235.82e-047.77e-0336
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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
ADGRL2SNVMissense_Mutationc.4201N>Ap.Pro1401Thrp.P1401TO95490protein_codingtolerated_low_confidence(0.06)probably_damaging(0.999)TCGA-A7-A0CD-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
ADGRL2SNVMissense_Mutationc.724N>Ap.Glu242Lysp.E242KO95490protein_codingdeleterious(0.01)probably_damaging(0.993)TCGA-A8-A09I-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyanastrozoleSD
ADGRL2SNVMissense_Mutationc.994N>Ap.Glu332Lysp.E332KO95490protein_codingdeleterious(0.01)probably_damaging(0.992)TCGA-AC-A2FG-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexCR
ADGRL2SNVMissense_Mutationnovelc.793G>Ap.Asp265Asnp.D265NO95490protein_codingdeleterious(0)probably_damaging(0.997)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ADGRL2SNVMissense_Mutationnovelc.949A>Gp.Ile317Valp.I317VO95490protein_codingtolerated(0.65)probably_damaging(0.924)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ADGRL2SNVMissense_Mutationnovelc.3964N>Cp.Ser1322Prop.S1322PO95490protein_codingtolerated_low_confidence(0.08)probably_damaging(0.993)TCGA-AN-A0XP-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
ADGRL2SNVMissense_Mutationc.544N>Tp.Thr182Serp.T182SO95490protein_codingtolerated(0.11)probably_damaging(0.992)TCGA-AR-A1AO-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
ADGRL2SNVMissense_Mutationnovelc.3520N>Ap.Asp1174Asnp.D1174NO95490protein_codingdeleterious(0.02)probably_damaging(0.997)TCGA-BH-A0B6-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ADGRL2SNVMissense_Mutationrs778439430c.832G>Ap.Ala278Thrp.A278TO95490protein_codingtolerated(0.05)probably_damaging(0.997)TCGA-D8-A146-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ADGRL2SNVMissense_Mutationc.760N>Cp.Ser254Prop.S254PO95490protein_codingdeleterious(0)probably_damaging(0.993)TCGA-E2-A14S-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapycytoxanSD
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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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