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: CD55

Gene summary for CD55

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CD55

Gene ID

1604

Gene nameCD55 molecule (Cromer blood group)
Gene AliasCHAPLE
Cytomap1q32.2
Gene Typeprotein-coding
GO ID

GO:0001775

UniProtAcc

P08174


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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
1604CD55CA_HPV_1HumanCervixCC7.14e-04-2.33e-010.0264
1604CD55N_HPV_2HumanCervixN_HPV3.11e-022.89e-01-0.0131
1604CD55H2HumanCervixHSIL_HPV1.74e-084.29e-010.0632
1604CD55L1HumanCervixCC3.04e-06-3.93e-010.0802
1604CD55T2HumanCervixCC2.37e-179.46e-010.0709
1604CD55AEH-subject1HumanEndometriumAEH9.18e-064.01e-01-0.3059
1604CD55AEH-subject2HumanEndometriumAEH2.11e-022.11e-01-0.2525
1604CD55AEH-subject4HumanEndometriumAEH4.07e-063.90e-01-0.2657
1604CD55AEH-subject5HumanEndometriumAEH4.18e-186.47e-01-0.2953
1604CD55EEC-subject3HumanEndometriumEEC5.85e-103.78e-01-0.2525
1604CD55EEC-subject4HumanEndometriumEEC1.37e-063.64e-01-0.2571
1604CD55GSM5276934HumanEndometriumEEC9.58e-073.87e-01-0.0913
1604CD55GSM6177620_NYU_UCEC1_lib1_lib1HumanEndometriumEEC3.48e-07-3.37e-01-0.1869
1604CD55GSM6177620_NYU_UCEC1_lib2_lib2HumanEndometriumEEC2.98e-08-2.73e-01-0.1875
1604CD55GSM6177620_NYU_UCEC1_lib3_lib3HumanEndometriumEEC3.29e-07-3.10e-01-0.1883
1604CD55GSM6177621_NYU_UCEC2_lib1_lib1HumanEndometriumEEC6.23e-04-1.37e-01-0.1934
1604CD55GSM6177622_NYU_UCEC3_lib1_lib1HumanEndometriumEEC2.73e-157.71e-02-0.1917
1604CD55GSM6177622_NYU_UCEC3_lib2_lib2HumanEndometriumEEC2.84e-151.05e-01-0.1916
1604CD55LZE5THumanEsophagusESCC3.41e-101.73e+000.0514
1604CD55LZE21D1HumanEsophagusHGIN1.51e-03-3.54e-010.0632
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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
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
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:001603210CervixCCviral process109/2311415/187235.40e-156.46e-12109
GO:001905810CervixCCviral life cycle87/2311317/187232.20e-131.20e-1087
GO:002240710CervixCCregulation of cell-cell adhesion103/2311448/187231.78e-102.87e-08103
GO:004578510CervixCCpositive regulation of cell adhesion101/2311437/187231.96e-103.08e-08101
GO:005212610CervixCCmovement in host environment52/2311175/187237.03e-108.76e-0852
GO:004440910CervixCCentry into host47/2311151/187238.45e-101.03e-0747
GO:005170110CervixCCbiological process involved in interaction with host57/2311203/187231.18e-091.41e-0757
GO:00421108CervixCCT cell activation107/2311487/187231.24e-091.46e-07107
GO:00508638CervixCCregulation of T cell activation80/2311329/187231.28e-091.47e-0780
GO:004671810CervixCCviral entry into host cell44/2311144/187235.47e-095.03e-0744
GO:004440310CervixCCbiological process involved in symbiotic interaction71/2311290/187237.94e-096.98e-0771
GO:00071598CervixCCleukocyte cell-cell adhesion85/2311371/187238.27e-097.07e-0785
GO:00026837CervixCCnegative regulation of immune system process94/2311434/187232.63e-081.87e-0694
GO:19030378CervixCCregulation of leukocyte cell-cell adhesion77/2311336/187234.08e-082.54e-0677
GO:00018197CervixCCpositive regulation of cytokine production95/2311467/187234.88e-071.85e-0595
GO:00022379CervixCCresponse to molecule of bacterial origin78/2311363/187235.55e-072.06e-0578
GO:00324969CervixCCresponse to lipopolysaccharide74/2311343/187239.15e-073.25e-0574
GO:00420988CervixCCT cell proliferation49/2311199/187231.32e-064.49e-0549
GO:00421297CervixCCregulation of T cell proliferation43/2311171/187233.21e-068.77e-0543
GO:00706637CervixCCregulation of leukocyte proliferation55/2311245/187236.51e-061.56e-0455
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0541620CervixCCViral myocarditis27/126760/84652.43e-083.57e-072.11e-0727
hsa05416110CervixCCViral myocarditis27/126760/84652.43e-083.57e-072.11e-0727
hsa0541624CervixHSIL_HPVViral myocarditis14/45960/84652.70e-064.95e-054.00e-0514
hsa04640CervixHSIL_HPVHematopoietic cell lineage18/45999/84654.97e-068.10e-056.54e-0518
hsa0541634CervixHSIL_HPVViral myocarditis14/45960/84652.70e-064.95e-054.00e-0514
hsa046401CervixHSIL_HPVHematopoietic cell lineage18/45999/84654.97e-068.10e-056.54e-0518
hsa0541643CervixN_HPVViral myocarditis14/34960/84659.77e-081.90e-061.48e-0614
hsa046402CervixN_HPVHematopoietic cell lineage13/34999/84651.98e-041.74e-031.36e-0313
hsa0541653CervixN_HPVViral myocarditis14/34960/84659.77e-081.90e-061.48e-0614
hsa046403CervixN_HPVHematopoietic cell lineage13/34999/84651.98e-041.74e-031.36e-0313
hsa0541625EndometriumAEHViral myocarditis27/119760/84656.98e-091.13e-078.30e-0827
hsa05416111EndometriumAEHViral myocarditis27/119760/84656.98e-091.13e-078.30e-0827
hsa0541626EndometriumEECViral myocarditis28/123760/84652.81e-095.77e-084.30e-0828
hsa0541635EndometriumEECViral myocarditis28/123760/84652.81e-095.77e-084.30e-0828
hsa0541630EsophagusESCCViral myocarditis41/420560/84652.59e-037.05e-033.61e-0341
hsa05416114EsophagusESCCViral myocarditis41/420560/84652.59e-037.05e-033.61e-0341
hsa0541616LungIACViral myocarditis21/105360/84655.30e-061.57e-041.04e-0421
hsa0541617LungIACViral myocarditis21/105360/84655.30e-061.57e-041.04e-0421
hsa0541622LungAISViral myocarditis19/96160/84652.01e-054.08e-042.61e-0419
hsa0541632LungAISViral myocarditis19/96160/84652.01e-054.08e-042.61e-0419
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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
ADGRE5CD55ADGRE5_CD55ADGRE5BreastADJ
ADGRE5CD55ADGRE5_CD55ADGRE5BreastDCIS
ADGRE5CD55ADGRE5_CD55ADGRE5BreastHealthy
ADGRE5CD55ADGRE5_CD55ADGRE5BreastIDC
ADGRE5CD55ADGRE5_CD55ADGRE5CervixADJ
ADGRE5CD55ADGRE5_CD55ADGRE5CervixCC
ADGRE5CD55ADGRE5_CD55ADGRE5CervixHealthy
ADGRE5CD55ADGRE5_CD55ADGRE5CRCHealthy
ADGRE5CD55ADGRE5_CD55ADGRE5CRCMSI-H
ADGRE5CD55ADGRE5_CD55ADGRE5CRCMSS
ADGRE5CD55ADGRE5_CD55ADGRE5EndometriumADJ
ADGRE5CD55ADGRE5_CD55ADGRE5EndometriumAEH
ADGRE5CD55ADGRE5_CD55ADGRE5EndometriumEEC
ADGRE5CD55ADGRE5_CD55ADGRE5EndometriumHealthy
ADGRE5CD55ADGRE5_CD55ADGRE5EsophagusESCC
ADGRE5CD55ADGRE5_CD55ADGRE5GCADJ
ADGRE5CD55ADGRE5_CD55ADGRE5GCGC
ADGRE5CD55ADGRE5_CD55ADGRE5GCPrecancer
ADGRE5CD55ADGRE5_CD55ADGRE5HNSCCADJ
ADGRE5CD55ADGRE5_CD55ADGRE5HNSCCHealthy
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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
CD55SNVMissense_Mutationrs752481959c.509N>Ap.Arg170Glnp.R170Qprotein_codingtolerated(0.55)benign(0.072)TCGA-E2-A152-01Breastbreast invasive carcinomaFemale<65I/IITargeted Molecular therapytrastuzumabPD
CD55SNVMissense_Mutationnovelc.929N>Tp.Ser310Leup.S310Lprotein_codingtolerated(0.35)benign(0.006)TCGA-E9-A2JT-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
CD55SNVMissense_Mutationc.940C>Gp.Gln314Glup.Q314Eprotein_codingdeleterious(0.01)benign(0.033)TCGA-Q1-A73P-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
CD55SNVMissense_Mutationrs143471404c.992N>Tp.Thr331Ilep.T331Iprotein_codingtolerated(0.17)benign(0.035)TCGA-AA-3713-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapy5-fluorouracilPR
CD55SNVMissense_Mutationnovelc.707N>Ap.Ile236Asnp.I236Nprotein_codingtolerated(0.05)probably_damaging(0.999)TCGA-AA-3877-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
CD55SNVMissense_Mutationc.385T>Cp.Cys129Argp.C129Rprotein_codingdeleterious(0)probably_damaging(1)TCGA-AM-5821-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
CD55SNVMissense_Mutationc.466G>Ap.Glu156Lysp.E156Kprotein_codingdeleterious(0.05)possibly_damaging(0.826)TCGA-AP-A056-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
CD55SNVMissense_Mutationrs756646491c.389N>Ap.Arg130Hisp.R130Hprotein_codingdeleterious(0.02)probably_damaging(1)TCGA-AP-A059-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
CD55SNVMissense_Mutationc.967N>Tp.Pro323Serp.P323Sprotein_codingtolerated(0.12)benign(0.003)TCGA-AP-A059-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
CD55SNVMissense_Mutationc.589N>Gp.Phe197Valp.F197Vprotein_codingtolerated(1)benign(0.013)TCGA-AX-A0J0-01Endometriumuterine 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
1604CD55DRUGGABLE GENOME, CELL SURFACEPD-98059CHEMBL3548211528371
1604CD55DRUGGABLE GENOME, CELL SURFACEPAT-SC1
1604CD55DRUGGABLE GENOME, CELL SURFACEETHANOLALCOHOL17383432
1604CD55DRUGGABLE GENOME, CELL SURFACECOXSACKIEVIRUS TYPE A21
1604CD55DRUGGABLE GENOME, CELL SURFACECoxsackievirus A21
1604CD55DRUGGABLE GENOME, CELL SURFACERETINOIC ACID15668483
1604CD55DRUGGABLE GENOME, CELL SURFACEINTERLEUKIN-814723618
1604CD55DRUGGABLE GENOME, CELL SURFACEONYVAX-105 (105AD7)
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