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: MBD6

Gene summary for MBD6

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MBD6

Gene ID

114785

Gene namemethyl-CpG binding domain protein 6
Gene AliasMBD6
Cytomap12q13.3
Gene Typeprotein-coding
GO ID

GO:0001650

UniProtAcc

A0A024RBA3


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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
114785MBD6LZE4THumanEsophagusESCC6.22e-056.44e-020.0811
114785MBD6LZE8THumanEsophagusESCC1.44e-031.05e-010.067
114785MBD6LZE22D1HumanEsophagusHGIN6.76e-031.09e-010.0595
114785MBD6LZE24THumanEsophagusESCC1.97e-133.22e-010.0596
114785MBD6P1T-EHumanEsophagusESCC9.61e-145.00e-010.0875
114785MBD6P2T-EHumanEsophagusESCC5.45e-355.82e-010.1177
114785MBD6P4T-EHumanEsophagusESCC9.38e-131.63e-010.1323
114785MBD6P5T-EHumanEsophagusESCC3.20e-067.83e-020.1327
114785MBD6P8T-EHumanEsophagusESCC3.67e-376.07e-010.0889
114785MBD6P9T-EHumanEsophagusESCC1.51e-046.07e-020.1131
114785MBD6P10T-EHumanEsophagusESCC2.74e-102.24e-010.116
114785MBD6P11T-EHumanEsophagusESCC1.95e-113.74e-010.1426
114785MBD6P12T-EHumanEsophagusESCC1.84e-253.90e-010.1122
114785MBD6P15T-EHumanEsophagusESCC5.62e-123.53e-010.1149
114785MBD6P16T-EHumanEsophagusESCC1.04e-173.34e-010.1153
114785MBD6P17T-EHumanEsophagusESCC3.01e-032.87e-010.1278
114785MBD6P19T-EHumanEsophagusESCC8.52e-031.86e-010.1662
114785MBD6P20T-EHumanEsophagusESCC7.06e-174.33e-010.1124
114785MBD6P21T-EHumanEsophagusESCC5.68e-151.95e-010.1617
114785MBD6P22T-EHumanEsophagusESCC1.27e-161.05e-010.1236
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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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
MBD6SNVMissense_Mutationnovelc.1973N>Gp.Asp658Glyp.D658GQ96DN6protein_codingdeleterious_low_confidence(0.01)possibly_damaging(0.588)TCGA-A7-A0CJ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
MBD6SNVMissense_Mutationrs377656526c.328N>Gp.Met110Valp.M110VQ96DN6protein_codingtolerated_low_confidence(0.11)benign(0.031)TCGA-A8-A06R-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapy5-fluorouracilCR
MBD6SNVMissense_Mutationnovelc.1627N>Gp.Leu543Valp.L543VQ96DN6protein_codingdeleterious_low_confidence(0.01)probably_damaging(0.969)TCGA-A8-A095-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
MBD6SNVMissense_Mutationc.2831G>Cp.Gly944Alap.G944AQ96DN6protein_codingdeleterious_low_confidence(0.01)probably_damaging(0.992)TCGA-BH-A0HA-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
MBD6SNVMissense_Mutationrs746957309c.1489N>Ap.Glu497Lysp.E497KQ96DN6protein_codingtolerated_low_confidence(0.07)benign(0.019)TCGA-D8-A1J9-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
MBD6SNVMissense_Mutationc.532N>Gp.Leu178Valp.L178VQ96DN6protein_codingdeleterious_low_confidence(0)possibly_damaging(0.702)TCGA-D8-A27G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
MBD6insertionIn_Frame_Insnovelc.1975_1976insTTTTCATGTTTCTTAGGTTGAAACAAATTCTTAp.Leu659_Ser660insPheMetPheLeuArgLeuLysGlnIleLeuMetp.L659_S660insFMFLRLKQILMQ96DN6protein_codingTCGA-A7-A0CJ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
MBD6deletionFrame_Shift_Delc.560delCp.Pro187GlnfsTer81p.P187Qfs*81Q96DN6protein_codingTCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
MBD6deletionFrame_Shift_Delnovelc.1876delCp.Leu626CysfsTer49p.L626Cfs*49Q96DN6protein_codingTCGA-BH-A8G0-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereCR
MBD6deletionFrame_Shift_Delnovelc.1088delNp.Gln363ArgfsTer14p.Q363Rfs*14Q96DN6protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
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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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