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: CD52

Gene summary for CD52

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CD52

Gene ID

1043

Gene nameCD52 molecule
Gene AliasCDW52
Cytomap1p36.11
Gene Typeprotein-coding
GO ID

GO:0006873

UniProtAcc

P31358


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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
1043CD52CA_HPV_1HumanCervixCC2.13e-024.16e-010.0264
1043CD52N_HPV_1HumanCervixN_HPV1.80e-034.32e-010.0079
1043CD52N_HPV_2HumanCervixN_HPV8.63e-092.14e-01-0.0131
1043CD52CCI_1HumanCervixCC2.01e-03-6.07e-010.528
1043CD52CCI_2HumanCervixCC7.14e-05-6.28e-010.5249
1043CD52CCI_3HumanCervixCC1.02e-07-6.28e-010.516
1043CD52CCII_1HumanCervixCC3.27e-11-6.28e-010.3249
1043CD52TumorHumanCervixCC4.75e-24-6.22e-010.1241
1043CD52sample1HumanCervixCC5.11e-07-6.15e-010.0959
1043CD52sample3HumanCervixCC2.26e-19-6.05e-010.1387
1043CD52H2HumanCervixHSIL_HPV5.37e-14-5.45e-010.0632
1043CD52T1HumanCervixCC1.10e-15-5.95e-010.0918
1043CD52T2HumanCervixCC3.07e-02-5.91e-010.0709
1043CD52T3HumanCervixCC4.35e-24-6.18e-010.1389
1043CD52LZE4THumanEsophagusESCC7.59e-148.91e-010.0811
1043CD52LZE7THumanEsophagusESCC2.93e-099.41e-010.0667
1043CD52LZE22D1HumanEsophagusHGIN8.41e-034.95e-010.0595
1043CD52LZE6THumanEsophagusESCC9.80e-241.96e+000.0845
1043CD52P27T-EHumanEsophagusESCC4.27e-035.46e-020.1055
1043CD52P130T-EHumanEsophagusESCC3.11e-052.72e-010.1676
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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
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
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:00457306CervixCCrespiratory burst14/231137/187236.97e-059.81e-0414
GO:004573013CervixHSIL_HPVrespiratory burst9/73737/187239.97e-063.41e-049
GO:004573022CervixN_HPVrespiratory burst9/53437/187237.12e-074.16e-059
GO:00725031CervixN_HPVcellular divalent inorganic cation homeostasis24/534486/187236.76e-034.52e-0224
GO:00457308Oral cavityEOLPrespiratory burst14/221837/187234.41e-055.93e-0414
GO:00725032Oral cavityEOLPcellular divalent inorganic cation homeostasis75/2218486/187239.77e-034.42e-0275
GO:00457309ThyroidHTrespiratory burst12/127237/187233.46e-061.15e-0412
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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
CD52SNVMissense_Mutationrs141117966c.7C>Tp.Arg3Cysp.R3CP31358protein_codingtolerated_low_confidence(0.06)possibly_damaging(0.666)TCGA-A2-A0EU-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CD52deletionFrame_Shift_Delnovelc.94delAp.Thr32ProfsTer10p.T32Pfs*10P31358protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
CD52SNVMissense_Mutationrs141117966c.7C>Tp.Arg3Cysp.R3CP31358protein_codingtolerated_low_confidence(0.06)possibly_damaging(0.666)TCGA-A6-5665-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
CD52SNVMissense_Mutationnovelc.16T>Cp.Phe6Leup.F6LP31358protein_codingdeleterious_low_confidence(0)benign(0.058)TCGA-B5-A1MX-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIHormone TherapymegaceSD
CD52SNVMissense_Mutationrs570039509c.8G>Ap.Arg3Hisp.R3HP31358protein_codingtolerated_low_confidence(0.11)possibly_damaging(0.597)TCGA-FI-A2D5-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycarboplatinumPD
CD52SNVMissense_Mutationrs570039509c.8N>Ap.Arg3Hisp.R3HP31358protein_codingtolerated_low_confidence(0.11)possibly_damaging(0.597)TCGA-44-A47F-01Lunglung adenocarcinomaMale>=65I/IIChemotherapyalimtaCR
CD52SNVMissense_Mutationrs141117966c.7N>Tp.Arg3Cysp.R3CP31358protein_codingtolerated_low_confidence(0.06)possibly_damaging(0.666)TCGA-CN-5373-01Oral cavityhead & neck squamous cell carcinomaFemale<65I/IIUnknownUnknownSD
CD52SNVMissense_Mutationrs750981479c.128N>Ap.Gly43Glup.G43EP31358protein_codingdeleterious_low_confidence(0)benign(0.042)TCGA-CV-A6JM-01Oral cavityhead & neck squamous cell carcinomaMale>=65I/IIUnknownUnknownPD
CD52SNVMissense_Mutationc.79N>Cp.Asn27Hisp.N27HP31358protein_codingtolerated_low_confidence(0.14)benign(0.307)TCGA-BR-8680-01Stomachstomach adenocarcinomaMale<65III/IVChemotherapyoxaliplatinCR
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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
1043CD52DRUGGABLE GENOMEantibody178103376ALEMTUZUMAB
1043CD52DRUGGABLE GENOMEAlemtuzumabALEMTUZUMAB
1043CD52DRUGGABLE GENOMEinhibitorCHEMBL1201587ALEMTUZUMAB
1043CD52DRUGGABLE GENOMEantibodyALEMTUZUMABALEMTUZUMAB
1043CD52DRUGGABLE GENOMECAMPATHALEMTUZUMAB8981930
1043CD52DRUGGABLE GENOMEALEMTUZUMABALEMTUZUMAB
1043CD52DRUGGABLE GENOMEANDROGENS10737964
1043CD52DRUGGABLE GENOMEALEMTUZUMABALEMTUZUMAB
1043CD52DRUGGABLE GENOMEGZ402668
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