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: MBD2

Gene summary for MBD2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MBD2

Gene ID

8932

Gene namemethyl-CpG binding domain protein 2
Gene AliasDMTase
Cytomap18q21.2
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

Q9UBB5


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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
8932MBD2047563_1562-all-cellsHumanProstateBPH3.09e-073.05e-010.0791
8932MBD2048752_1579-all-cellsHumanProstateBPH5.96e-215.01e-010.1008
8932MBD2052095_1628-all-cellsHumanProstateBPH9.86e-104.28e-010.1032
8932MBD2052097_1595-all-cellsHumanProstateBPH1.39e-265.98e-010.0972
8932MBD2052099_1652-all-cellsHumanProstateBPH1.01e-154.94e-010.1038
8932MBD2Dong_P1HumanProstateTumor7.38e-241.16e-010.035
8932MBD2Dong_P3HumanProstateTumor1.06e-089.40e-020.0278
8932MBD2Dong_P5HumanProstateTumor1.45e-16-8.02e-020.053
8932MBD2GSM5353216_PA_PB1A_Pool_1_3_S50_L002HumanProstateTumor1.83e-025.17e-010.159
8932MBD2GSM5353224_PA_PR5186_Pool_1_2_3_S27_L001HumanProstateTumor1.76e-044.78e-010.1621
8932MBD2GSM5353227_PA_PR5199-193K_Pool_1_2_3_S55_L002HumanProstateTumor4.71e-033.11e-010.1602
8932MBD2GSM5353240_PA_PR5254_T1_S15_L001HumanProstateTumor1.45e-073.95e-010.1575
8932MBD2P1_S1_AKHumanSkinAK4.97e-266.54e-01-0.3399
8932MBD2P2_S3_AKHumanSkinAK1.43e-256.19e-01-0.3287
8932MBD2P2_S4_SCCISHumanSkinSCCIS6.91e-063.80e-01-0.3043
8932MBD2P3_S6_AKHumanSkinAK1.85e-084.55e-01-0.3256
8932MBD2P4_S8_cSCCHumanSkincSCC2.49e-265.77e-01-0.3095
8932MBD2P5_S10_cSCCHumanSkincSCC3.01e-396.79e-01-0.299
8932MBD2P1_cSCCHumanSkincSCC9.58e-238.08e-010.0292
8932MBD2P2_cSCCHumanSkincSCC3.03e-124.08e-01-0.024
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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
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
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
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:00160557CervixCCWnt signaling pathway98/2311444/187234.82e-094.65e-0798
GO:01987387CervixCCcell-cell signaling by wnt98/2311446/187236.16e-095.58e-0798
GO:00301117CervixCCregulation of Wnt signaling pathway76/2311328/187233.05e-082.08e-0676
GO:005109810CervixCCregulation of binding80/2311363/187231.32e-076.42e-0680
GO:00075689CervixCCaging75/2311339/187232.75e-071.13e-0575
GO:003166710CervixCCresponse to nutrient levels92/2311474/187235.80e-061.42e-0492
GO:005109910CervixCCpositive regulation of binding42/2311173/187231.07e-052.33e-0442
GO:00096127CervixCCresponse to mechanical stimulus48/2311216/187233.23e-055.29e-0448
GO:00063257CervixCCchromatin organization78/2311409/187235.40e-058.02e-0478
GO:00323556CervixCCresponse to estradiol34/2311141/187238.19e-051.11e-0334
GO:00301776CervixCCpositive regulation of Wnt signaling pathway31/2311140/187238.01e-047.02e-0331
GO:00510528CervixCCregulation of DNA metabolic process65/2311359/187239.25e-047.84e-0365
GO:00063381CervixCCchromatin remodeling45/2311255/187238.33e-034.30e-0245
GO:000961222CervixN_HPVresponse to mechanical stimulus19/534216/187231.46e-054.55e-0419
GO:005109815CervixN_HPVregulation of binding26/534363/187231.75e-055.22e-0426
GO:003166724CervixN_HPVresponse to nutrient levels29/534474/187231.04e-042.08e-0329
GO:005109915CervixN_HPVpositive regulation of binding15/534173/187231.35e-042.55e-0315
GO:000756824CervixN_HPVaging21/534339/187237.77e-049.73e-0321
GO:0051098ColorectumADregulation of binding126/3918363/187236.01e-104.88e-08126
GO:0051099ColorectumADpositive regulation of binding66/3918173/187231.47e-076.64e-0666
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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
MBD2deletionFrame_Shift_Delnovelc.904delNp.Thr302ProfsTer86p.T302Pfs*86Q9UBB5protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
MBD2SNVMissense_Mutationrs780879642c.1207N>Gp.Ile403Valp.I403VQ9UBB5protein_codingtolerated_low_confidence(0.15)benign(0)TCGA-AA-3811-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
MBD2SNVMissense_Mutationnovelc.530N>Cp.Val177Alap.V177AQ9UBB5protein_codingdeleterious(0)probably_damaging(0.959)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
MBD2SNVMissense_Mutationrs745860253c.677N>Ap.Arg226Glnp.R226QQ9UBB5protein_codingtolerated(0.18)benign(0.372)TCGA-AG-3892-01Colorectumrectum adenocarcinomaFemale<65I/IIUnknownUnknownSD
MBD2SNVMissense_Mutationnovelc.836N>Ap.Arg279Hisp.R279HQ9UBB5protein_codingtolerated(0.08)benign(0.16)TCGA-AJ-A3EK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapycarboplatinCR
MBD2SNVMissense_Mutationc.1190N>Gp.Asp397Glyp.D397GQ9UBB5protein_codingdeleterious_low_confidence(0.02)benign(0.374)TCGA-AP-A051-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
MBD2SNVMissense_Mutationnovelc.781N>Cp.Asn261Hisp.N261HQ9UBB5protein_codingdeleterious(0.03)benign(0.41)TCGA-AP-A1DV-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
MBD2SNVMissense_Mutationnovelc.1201A>Cp.Met401Leup.M401LQ9UBB5protein_codingtolerated_low_confidence(0.26)benign(0)TCGA-AX-A05Z-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapyadriamycinSD
MBD2SNVMissense_Mutationnovelc.1081N>Tp.Ala361Serp.A361SQ9UBB5protein_codingtolerated(0.09)benign(0.326)TCGA-AX-A06F-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycarboplatinSD
MBD2SNVMissense_Mutationrs745860253c.677G>Ap.Arg226Glnp.R226QQ9UBB5protein_codingtolerated(0.18)benign(0.372)TCGA-AX-A2HC-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapypaclitaxelPD
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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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