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: MEIS3

Gene summary for MEIS3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MEIS3

Gene ID

56917

Gene nameMeis homeobox 3
Gene AliasMRG2
Cytomap19q13.32
Gene Typeprotein-coding
GO ID

GO:0001654

UniProtAcc

A0A024R0S2


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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
56917MEIS3C30HumanOral cavityOSCC8.97e-127.09e-010.3055
56917MEIS3C38HumanOral cavityOSCC4.26e-066.18e-010.172
56917MEIS3C09HumanOral cavityOSCC4.00e-053.68e-010.1431
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
∗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:200123320Oral cavityOSCCregulation of apoptotic signaling pathway242/7305356/187236.66e-293.24e-26242
GO:200123420Oral cavityOSCCnegative regulation of apoptotic signaling pathway148/7305224/187231.71e-161.36e-14148
GO:00434916Oral cavityOSCCprotein kinase B signaling103/7305211/187232.29e-031.02e-02103
GO:00518976Oral cavityOSCCpositive regulation of protein kinase B signaling61/7305120/187235.52e-032.14e-0261
GO:00518967Oral cavityOSCCregulation of protein kinase B signaling88/7305185/187231.07e-023.64e-0288
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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
MEIS3GLANEndometriumADJAC244033.2,CMC4,MFAP4, etc.6.57e-01The 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.
MEIS3GLANEndometriumAEHAC244033.2,CMC4,MFAP4, etc.4.54e-01The 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.
MEIS3GLANEndometriumEECAC244033.2,CMC4,MFAP4, etc.2.69e-01The 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.
MEIS3CAFLiverHCCUSF1,NIPAL2,SEMA5A, etc.7.36e-02The 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.
MEIS3CAFLiverHealthyUSF1,NIPAL2,SEMA5A, etc.5.56e-01The 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.
MEIS3CAFLiverNAFLDUSF1,NIPAL2,SEMA5A, etc.6.49e-01The 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.
MEIS3INCAFOral cavityOSCCCOL5A1,POSTN,SPARC, etc.4.67e-01The 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.
MEIS3UROProstateADJLY6K,TMEM117,WFDC3, etc.1.94e-01The 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.
MEIS3PERIProstateTumorSHROOM1,SEMA3D,CDH10, etc.2.57e-01The 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.
MEIS3MYOFIBStomachGCHOMER1,COL5A2,OLFM2, etc.3.41e-01The 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.
∗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
MEIS3SNVMissense_Mutationnovelc.401N>Cp.Ile134Thrp.I134TQ99687protein_codingdeleterious(0)benign(0.273)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
MEIS3SNVMissense_Mutationrs754882587c.980C>Tp.Ser327Phep.S327FQ99687protein_codingtolerated_low_confidence(0.73)benign(0.007)TCGA-JW-A5VL-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
MEIS3SNVMissense_Mutationc.1084N>Ap.Ala362Thrp.A362TQ99687protein_codingdeleterious(0)possibly_damaging(0.765)TCGA-AA-3715-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
MEIS3SNVMissense_Mutationnovelc.1088G>Ap.Arg363Glnp.R363QQ99687protein_codingdeleterious(0)benign(0.288)TCGA-AA-3949-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
MEIS3SNVMissense_Mutationrs752747235c.781N>Tp.Arg261Trpp.R261WQ99687protein_codingdeleterious(0)probably_damaging(0.997)TCGA-AA-A02W-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
MEIS3SNVMissense_Mutationc.1201N>Ap.Ala401Thrp.A401TQ99687protein_codingtolerated_low_confidence(0.55)benign(0)TCGA-AD-6964-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyfolfoxPD
MEIS3SNVMissense_Mutationc.881N>Gp.Leu294Argp.L294RQ99687protein_codingtolerated_low_confidence(0.21)benign(0.112)TCGA-AM-5821-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
MEIS3SNVMissense_Mutationc.76N>Ap.Glu26Lysp.E26KQ99687protein_codingtolerated(0.06)probably_damaging(0.991)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
MEIS3SNVMissense_Mutationc.338N>Tp.Ala113Valp.A113VQ99687protein_codingtolerated(0.24)possibly_damaging(0.737)TCGA-CM-5864-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
MEIS3SNVMissense_Mutationc.1114N>Ap.Asp372Asnp.D372NQ99687protein_codingdeleterious(0.01)benign(0.017)TCGA-F4-6570-01Colorectumcolon adenocarcinomaFemale>=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
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