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: CD200

Gene summary for CD200

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CD200

Gene ID

4345

Gene nameCD200 molecule
Gene AliasMOX1
Cytomap3q13.2
Gene Typeprotein-coding
GO ID

GO:0001775

UniProtAcc

P41217


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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
4345CD200HTA11_3410_2000001011HumanColorectumAD1.91e-083.13e-010.0155
4345CD200HTA11_347_2000001011HumanColorectumAD2.98e-074.78e-01-0.1954
4345CD200HTA11_866_3004761011HumanColorectumAD8.53e-042.54e-010.096
4345CD200HTA11_7663_2000001011HumanColorectumSER4.21e-035.99e-010.0131
4345CD200HTA11_10623_2000001011HumanColorectumAD3.29e-032.54e-01-0.0177
4345CD200HTA11_6801_2000001011HumanColorectumSER1.15e-024.92e-010.0171
4345CD200HTA11_99999970781_79442HumanColorectumMSS5.28e-156.86e-010.294
4345CD200HTA11_99999974143_84620HumanColorectumMSS5.60e-08-1.95e-010.3005
4345CD200A015-C-203HumanColorectumFAP1.22e-06-1.74e-01-0.1294
4345CD200A001-C-108HumanColorectumFAP3.00e-03-1.36e-01-0.0272
4345CD200A015-C-104HumanColorectumFAP7.95e-06-1.31e-01-0.1899
4345CD200A002-C-116HumanColorectumFAP9.88e-05-1.70e-01-0.0452
4345CD200F034HumanColorectumFAP5.10e-05-1.87e-01-0.0665
4345CD200F072BHumanColorectumFAP2.01e-05-1.93e-010.257
4345CD200CRC-1-8810HumanColorectumCRC1.23e-03-1.75e-010.6257
4345CD200P2T-EHumanEsophagusESCC3.70e-296.31e-010.1177
4345CD200P10T-EHumanEsophagusESCC4.17e-144.24e-010.116
4345CD200P16T-EHumanEsophagusESCC3.18e-185.44e-010.1153
4345CD200P52T-EHumanEsophagusESCC1.66e-053.24e-010.1555
4345CD200P56T-EHumanEsophagusESCC5.74e-071.10e+000.1613
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal 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
∗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:0070997ColorectumADneuron death114/3918361/187231.13e-063.72e-05114
GO:1901214ColorectumADregulation of neuron death99/3918319/187231.26e-052.76e-0499
GO:0050708ColorectumADregulation of protein secretion83/3918268/187236.59e-051.07e-0383
GO:1901215ColorectumADnegative regulation of neuron death67/3918208/187238.81e-051.35e-0367
GO:0009306ColorectumADprotein secretion105/3918359/187231.05e-041.57e-03105
GO:0035592ColorectumADestablishment of protein localization to extracellular region105/3918360/187231.18e-041.73e-03105
GO:0071692ColorectumADprotein localization to extracellular region106/3918368/187231.86e-042.49e-03106
GO:0051091ColorectumADpositive regulation of DNA-binding transcription factor activity73/3918260/187233.52e-032.54e-0273
GO:0071634ColorectumADregulation of transforming growth factor beta production16/391841/187236.20e-033.88e-0216
GO:00709971ColorectumSERneuron death84/2897361/187235.76e-051.35e-0384
GO:00507081ColorectumSERregulation of protein secretion63/2897268/187233.42e-045.39e-0363
GO:00093061ColorectumSERprotein secretion79/2897359/187235.99e-048.19e-0379
GO:00355921ColorectumSERestablishment of protein localization to extracellular region79/2897360/187236.54e-048.77e-0379
GO:19012141ColorectumSERregulation of neuron death71/2897319/187237.95e-041.00e-0271
GO:00716921ColorectumSERprotein localization to extracellular region80/2897368/187238.13e-041.01e-0280
GO:0051051ColorectumSERnegative regulation of transport98/2897470/187231.01e-031.19e-0298
GO:19012151ColorectumSERnegative regulation of neuron death49/2897208/187231.40e-031.53e-0249
GO:00716341ColorectumSERregulation of transforming growth factor beta production14/289741/187232.45e-032.32e-0214
GO:0071604ColorectumSERtransforming growth factor beta production14/289743/187234.04e-033.30e-0214
GO:0071675ColorectumSERregulation of mononuclear cell migration29/2897115/187234.45e-033.54e-0229
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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
CD200SNVMissense_Mutationnovelc.653N>Gp.Thr218Argp.T218RP41217protein_codingdeleterious(0)probably_damaging(0.994)TCGA-AC-A3W5-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydocetaxelCR
CD200SNVMissense_Mutationnovelc.809N>Tp.Ser270Phep.S270FP41217protein_codingtolerated(0.11)possibly_damaging(0.837)TCGA-C5-A7UE-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
CD200SNVMissense_Mutationc.637N>Gp.His213Aspp.H213DP41217protein_codingtolerated(0.07)benign(0.257)TCGA-JW-A5VL-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
CD200SNVMissense_Mutationnovelc.309N>Gp.Phe103Leup.F103LP41217protein_codingdeleterious(0)benign(0.096)TCGA-VS-A958-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
CD200SNVMissense_Mutationc.705N>Tp.Lys235Asnp.K235NP41217protein_codingdeleterious(0.01)possibly_damaging(0.668)TCGA-AA-3663-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
CD200SNVMissense_Mutationc.35G>Cp.Gly12Alap.G12AP41217protein_codingtolerated_low_confidence(0.71)benign(0)TCGA-AA-3815-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
CD200SNVMissense_Mutationrs759192172c.745G>Ap.Asp249Asnp.D249NP41217protein_codingtolerated(0.18)benign(0.014)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
CD200SNVMissense_Mutationnovelc.438N>Gp.Cys146Trpp.C146WP41217protein_codingdeleterious(0)probably_damaging(1)TCGA-AM-5820-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
CD200SNVMissense_Mutationc.526N>Cp.Phe176Leup.F176LP41217protein_codingtolerated(0.6)benign(0.003)TCGA-CM-6172-01Colorectumcolon adenocarcinomaFemale>=65III/IVAncillaryleucovorinSD
CD200SNVMissense_Mutationnovelc.823N>Tp.Leu275Phep.L275FP41217protein_codingtolerated(0.09)probably_damaging(0.996)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<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
4345CD200CELL SURFACE, DRUGGABLE GENOMEinhibitorCHEMBL1743067SAMALIZUMAB
4345CD200CELL SURFACE, DRUGGABLE GENOMEALXN6000SAMALIZUMAB21559315
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